Bahan Nano dan Struktur Hetero Semikonduktor 2D:Sintesis Terkendali dan Aplikasi Fungsional

Material Nano 2D Disintesis dengan Teknik Fabrikasi Berbasis Uap

Fokus utama penelitian yang bekerja di bidang bahan semikonduktor 2D adalah pada sintesis dan karakterisasi struktur nano 2D berikut. Struktur nano 2D ini milik berbagai bahan anorganik, organik dan polimer dengan ketebalan atom dan tipis. Strategi sintesis biasanya mengikuti dua pendekatan utama, yaitu, top-down dan dari bawah ke atas strategi. Oleh karena itu, pengembangan semikonduktor 2D dengan arsitektur terkontrol dan sifat fisik dan kimia memainkan peran kunci dalam berbagai aplikasi dan akan membuka kemungkinan baru ke tingkat yang jauh lebih tinggi daripada teknologi semikonduktor komersial saat ini. Meskipun demikian, terlepas dari upaya substansial dan penemuan ilmiah yang unik dalam semikonduktor 2D selama beberapa tahun terakhir, sebagian besar diperoleh di laboratorium menggunakan teknik pengelupasan yang cukup sederhana, yang tidak dapat digunakan dalam aplikasi industri. Salah satu alternatif mewakili top–down metode yang biasanya melibatkan delaminasi dan pengelupasan vdW bahan berlapis dan kerangka kerja organik kovalen berlapis (COFs). Namun, hambatan dari metode ini adalah hasil produk yang sangat rendah dan penumpukan kembali lembaran selama pemadatan. Alternatif lain didasarkan pada bottom-up perakitan anisotropik prekursor anorganik, organik atau polimer dengan cara 2D. Meskipun beberapa keberhasilan dalam pembuatan bahan nano 2D, penyelidikan mendalam terhadap lembaran nano 2D yang dirancang secara rasional dengan berbagai fungsi dalam penyimpanan dan konversi energi elektrokimia tetap primitif. Dengan demikian, eksplorasi penuh keunikan bahan nano 2D dengan ketebalan yang disesuaikan, luas permukaan yang tinggi, konduktivitas yang baik dan fleksibilitas mekanik untuk mempercepat difusi ion dan transpor elektron dalam berbagai aplikasi akan sangat dituntut. Bagian berikut mengulas dasar dari dua teknik pengendapan utama bahan 2D, yaitu CVD dan ALD dengan fokus pada pencapaian selama beberapa tahun terakhir.

CVD Struktur Nano 2D

Pertumbuhan langsung film ultra-tipis berbasis fase uap adalah salah satu metode sintesis yang paling andal dan dapat diterapkan untuk pengendapan film berkualitas tinggi dengan spesifikasi dimensi ultra-presisi [62]. Di antara berbagai metode, CVD mewakili teknik sukses pertama yang terkenal untuk pertumbuhan film 2D ultra-tipis pada beberapa substrat berbeda. CVD menawarkan pendekatan terukur dan terkendali untuk pertumbuhan film 2D area luas berkualitas tinggi [63]. Ada beberapa spesifikasi khusus yang menjadikan metode CVD sebagai teknik yang andal untuk pengendapan material nano 2D yang dapat dikontrol. Metode ini didasarkan pada reaksi langkah demi langkah bahan gas dalam keadaan uap di permukaan substrat. Reaksi CVD diikuti oleh pertumbuhan film tipis solid-state dengan sedikit ketebalan lapisan atom. Oleh karena itu, sifat bahan nano 2D sangat tergantung pada sifat antarmuka, fitur geometris substrat dan fase struktural film padat. Sifat-sifat ini dapat dimodulasi secara hati-hati dengan penyesuaian yang tepat dari parameter pertumbuhan CVD. Untuk memahami mekanisme umum pertumbuhan CVD, perlu disadari bagaimana parameter CVD termasuk suhu, tekanan, substrat dan prekursor dapat mempengaruhi perpindahan massa, perpindahan panas dan reaksi antarmuka di permukaan. Dalam hal ini, resep yang dirancang dengan baik untuk mengontrol parameter deposisi utama selama proses harus dikembangkan [64]. Selain itu, memungkinkan untuk mengontrol tingkat doping dalam nanofilm 2D, yang merupakan kemampuan penting dalam desain struktur nano semikonduktor dengan sifat tertentu [64]. Misalnya, dimungkinkan untuk mengontrol tingkat kekosongan chalcogen dan logam selama proses CVD. Parameter kunci proses CVD berikut ini sangat bergantung pada fase struktural, morfologi, dan reaksi antarmuka.

Suhu

Suhu adalah salah satu parameter fundamental utama yang secara langsung mempengaruhi beberapa faktor yang saling terkait selama pertumbuhan film CVD termasuk laju reaksi kimia prekursor, laju aliran gas pembawa, dan akhirnya, mempengaruhi laju pertumbuhan film CVD [64]. Umumnya, suhu CVD tinggi memastikan pengendapan film CVD 2D berkualitas tinggi. Namun, suhu yang sangat tinggi juga memiliki kelemahan. Secara khusus, dapat membuat gradien konsentrasi tinggi dan karena itu menyebabkan aliran massa yang tidak stabil dan transfer dalam sistem [64]. Ini juga secara langsung mempengaruhi tekanan saturasi komponen dalam ruang dan, akibatnya, mengubah laju pertumbuhan film tipis. Efek gabungan dari suhu dan tekanan dapat diamati selama deposisi CVD dari film TMDC 2D. Dalam struktur nano 2D jenis ini, konsentrasi elemen belerang dan selenium dalam sistem sangat penting untuk menentukan komposisi akhir film 2D. Misalnya, tekanan dan konsentrasi gas yang tinggi memungkinkan sintesis TMDC 2D yang dapat dikontrol (MoS₂ , WS₂ , dll.). Umumnya, suhu CVD yang tinggi disertai dengan tekanan yang cukup memfasilitasi mekanisme deposisi yang diaktifkan secara termodinamika, sedangkan suhu CVD yang rendah biasanya mengarah pada proses pertumbuhan kinetik [64, 65]. Mekanisme pertumbuhan terkendali akhirnya menghasilkan pertumbuhan terkendali TMDC 2D dengan kemampuan untuk menyesuaikan properti dan sejumlah lapisan dasar.

Tekanan

CVD juga dikenal sebagai teknik deposisi tekanan variabel, di mana tekanan proses dapat diubah dari tingkat atmosfer ke beberapa milimeter. Kondisi yang paling menguntungkan untuk proses CVD terkendali dicapai pada konsentrasi rendah dan kecepatan tinggi dari umpan massal. Dalam hal ini, tekanan rendah selalu lebih dapat diandalkan untuk pertumbuhan seragam struktur nano 2D ultra-tipis pada deposisi skala wafer struktur nano TMDCs 2D [66, 67]. Tekanan parsial komponen juga dapat secara langsung mempengaruhi pertumbuhan lapisan demi lapisan yang seragam dari film TMDC 2D. Oleh karena itu, pertumbuhan 2D MoS₂ film dengan teknik CVD adalah salah satu contoh paling terkenal, di mana fabrikasi lapisan dasar kedua di atas film yang ditumbuhkan awalnya hanya dapat dimulai pada batas butir lapisan pertama yang diendapkan pada tekanan rendah.

Substrat

Sifat substrat memiliki dampak mendasar pada pertumbuhan film 2D dan heterostruktur. Misalnya substrat logam, Si, SiO₂ , mika, dan polimida adalah salah satu substrat yang paling umum digunakan untuk deposisi CVD film 2D [68, 69]. Peran substrat pada mekanisme pertumbuhan film 2D menentukan kristalinitas, orientasi butir, struktur mikro, dan propertinya. Secara khusus, film oksida logam 2D ​​yang diendapkan pada substrat emas, nikel, tembaga, dan perak menunjukkan sifat aktif katalitik [70,71,72]. Umumnya, dalam kasus substrat logam, pertumbuhan preferensial film 2D dengan arah kristal tertentu secara teknis tergantung pada energi pengikatan yang bergantung pada wajah antara substrat logam dan film TDMC yang diendapkan [73]. Ini juga secara langsung mempengaruhi morfologi struktur nano yang tumbuh. Dalam kasus oksida logam 2D ​​yang diendapkan pada film Au, energi ikatan antara Au dan oksigen (O), dan komponen Au dan logam (M) dari film oksida 2D menentukan struktur ikatan kimia pada antarmuka hetero antara Au dan film oksida logam. [73]. Ikatan preferensial antara Au dan atom logam dari film oksida diprediksi, sebagian besar menghasilkan pembentukan antarmuka Au-M-O [74,75,76]. Interaksi yang kuat antara Au atau substrat logam lainnya dan lapisan tipis oksida yang diendapkan memungkinkan pertumbuhan adaptif oksida 2D dari struktur kristal substrat logam [77,78,79]. Artinya pola pertumbuhan lapisan pertama oksida logam mengikuti pola kristalin substrat logam. Misalnya, sementara Au memiliki struktur kristal kubus berpusat muka (fcc), arah kristalnya pada permukaan substrat Au menentukan orientasi kristal dari film oksida logam 2D. Patut diperhatikan, Au (111) yang tidak terkonstruksi terdiri dari kisi heksagonal, sedangkan bidang Au (111) yang direkonstruksi menunjukkan struktur yang kompleks [80, 81]. Diamati bahwa berbagai lapisan oksida yang diendapkan pada substrat Au mengangkat rekonstruksi tulang herring, yang disebabkan oleh interaksi yang kuat antara segi Au (111) dan film oksida ultra-tipis. Beberapa oksida logam 2D ​​yang berbeda ditanam pada substrat Au termasuk TiO_x , VO_x , CoO, MoO₃ , MgO, ZnO, dan WO_x [82]. Salah satu contoh katalis yang terkenal adalah TiO 2D₂ tumbuh di permukaan substrat Au (111) [83]. Disarankan bahwa atom Ti menempati situs berongga tiga kali lipat dari kisi Au dan posisi atom O di situs jembatan atom Ti, kemudian struktur sarang lebah dengan stoikiometri Ti₂ O₃ terbentuk, ditunjukkan pada Gambar. 3a [83]. Selain itu, ada mekanisme lain dari pertumbuhan film oksida 2D, di mana kisi M–O berada di atas permukaan Au (111) dan membentuk Moiré pola menghasilkan pertumbuhan tampilan yang berbeda dari struktur kincir dengan stoikiometri TiO, seperti yang ditunjukkan pada Gambar. 3b dan c, masing-masing [83]. Heksagonal Moiré pola pertumbuhan umumnya diamati selama CVD film ultra-tipis TiO, FeO [84], CoO [85], dan ZnO [86] pada substrat Au (111).

Gambar STM dari a sarang lebah Ti₂ O₃ struktur, dan b kincir TiO monolayer ditanam pada Au (111), dan c gambar STM yang diselesaikan secara atom dari struktur kincir pada Au (111). Direproduksi dengan izin dari [83]

MoS₂ adalah perwakilan khas dari keluarga TMDCS 2D. Sejauh ini telah dianggap sebagai salah satu nanomaterial yang paling disukai di antara semua TMDCS karena memiliki celah pita yang relatif kecil masing-masing 1,29 eV dan 1,90 eV untuk material curah dan lapisan tunggal [40, 87, 88]. Sebelumnya MoS kristal tunggal₂ Film 2D hanya dikelupas secara mekanis dari massa inangnya. Menjadi semikonduktor celah langsung, lapisan tunggal MoS₂ menawarkan kemungkinan yang menarik untuk realisasi transistor efek medan terowongan antar-band (FET), yang dicirikan oleh penyalaan yang lebih tajam daripada batas teoretis 60 mV des ⁻¹ untuk transistor klasik, dan akibatnya, disipasi daya yang lebih kecil. Fitur ini tetap sulit dicapai dalam kasus silikon, semikonduktor celah tidak langsung, karena transisi antar pita di sana memerlukan fonon dan pusat rekombinasi [87]. Salah satu aplikasi 2D MoS terbaru yang menarik₂ nanocrystals adalah transistor [87] dan phototransistor [40] berdasarkan satu lapisan MoS₂ lembar nano. Selain itu, deposisi area luas yang sukses dari film 2D dicapai melalui teknik CVD yang dimodifikasi termasuk deposisi uap kimia logam-organik (MOCVD), deposisi uap kimia tekanan rendah (LPCVD), deposisi uap kimia plasma yang digabungkan secara induktif (ICP-CVD). ), atau metode inovatif lainnya yang dikembangkan dan digabungkan dengan teknik lain. CVD juga terkenal karena kemampuannya untuk deposisi skala wafer film TMDC 2D. Gambar 4 menunjukkan salah satu contoh yang menarik adalah deposisi area lager dari MoS 2D ultra-tipis₂ dan WS₂ film di atas wafer 4 inci [88]. Dalam proses CVD ini, Mo(CO)₆ dan W(CO)₆ dan (C₂ H₅ )₂ S digunakan sebagai prekursor dalam teknik MOCVD, sedangkan H₂ /Ar digunakan sebagai gas pembawa (Gbr. 4a, b) dalam proses MOCVD [88]. Itu menunjukkan bahwa 8100 unit FET kinerja tinggi berdasarkan 2D MoS₂ film dibuat dengan menggunakan teknik fotolitografi dengan substrat gerbang belakang yang sama (Gbr. 4c). Dalam konfigurasi unit kedua, SiO eksternal₂ film dielektrik diendapkan pada MoS 2D₂ film untuk membuat instrumen FET (Gbr. 4d). Pengukuran listrik transistor mengkonfirmasi kinerja FET yang konsisten, yang dipilih dari bagian wafer yang berbeda. Oleh karena itu kondisi pertumbuhan yang seragam dan sesuai selama proses CVD MoS 2D₂ dan WS₂ film telah dikonfirmasi (Gbr. 4f).

Pertumbuhan MOCVD skala wafer dari MoS yang berkelanjutan₂ dan WS₂ film. a Skema grafis perangkat CVD dan prekursor terkait untuk MOCVD 2D MoS₂ dan WS₂ film. c Kumpulan 8100 perangkat FET berdasarkan 2D MoS₂ film di atas Si/SiO₂ kue wafer. Sisipan menunjukkan gambar yang diperbesar dari satu mm persegi berisi 100 perangkat. d Tahap fabrikasi berurutan dari MoS bertumpuk₂ perangkat berbasis. e Gambar menunjukkan MoS₂ Perangkat FET pada lapisan pertama dan kedua. f IDS-VDS dari dua perangkat FET yang berdekatan pada dua lapisan yang berbeda. Dicetak ulang dengan izin dari [88]

CVD juga telah memantapkan dirinya sebagai teknik serbaguna untuk fabrikasi berbagai heterostruktur 2D [89]. Misalnya, CVD digunakan untuk pengendapan konfigurasi lateral dan vertikal yang berhasil. Pada gaya lateral, nanofilm 2D melekat bersama pada tingkat atom, sedangkan pada struktur vertikal, gaya interaksi antar lapisan bersifat vdW. Jadi, dalam heterostruktur 2D lateral, pencocokan kisi yang ketat sangat diperlukan untuk pengembangan antarmuka hetero 2D, seperti yang dilaporkan untuk MoS₂ /WS₂ heterostruktur [89]. Deposisi sederhana satu langkah dari MoS₂ /WS₂ heterostruktur 2D lateral terbentuk ketika prekursor belerang, molibdenum trioksida dan tungsten digunakan selama proses CVD (Gbr. 5a, b) [89]. Film 2D yang dikembangkan memiliki antarmuka hetero atom yang tajam di mana bidang atom berbagi orientasi kristal yang sama dengan kursi dan orientasi zigzag (Gbr. 5c). Morfologi akhir film adalah bentuk inti-kulit segitiga dengan MoS₂ di dalam dan WS₂ luar (Gbr. 5d). Studi karakterisasi Raman mengkonfirmasi pembuatan film 2D vertikal dan lateral (Gbr. 5f). Pengembangan p-n heterojunction antara 2D WS₂ dan MoS₂ film telah mengintensifkan efek fotovoltaik dari film berstruktur hetero 2D. Oleh karena itu fenomena photoluminescence kuat terdeteksi (Gbr. 5e, g) [89]. Antarmuka yang cukup tajam dengan orientasi kristal dan struktur kisi yang sama mirip dengan WS₂ dan MoS₂ Film 2D ditandai. Selanjutnya, dalam laporan lain CVD digunakan untuk mengembangkan lateral 1H MoS₂ /1T MoTe₂ hetero-interfaces, di mana dua komponen memiliki ketidakcocokan kisi yang relatif besar [90]. Ada beberapa kasus lain, yang menunjukkan pengembangan heterointerface antara film TMDC 2D dengan ketidakcocokan kisi besar termasuk 2D WSe₂ /MoSe₂ [91] dan MoS₂ /WS₂ [92] mengkonfirmasikan kemampuan metode CVD untuk deposisi semikonduktor/semikonduktor lateral 2D hetero-struktur. Oleh karena itu, dapat disimpulkan bahwa teknik CVD modern telah membuktikan kemampuannya yang serbaguna untuk keberhasilan deposisi material 2D pada substrat fleksibel organik dan polimer, isolator, dan substrat graphene. Tabel 1 merangkum pencapaian terbaru TMDC 2D dan heterostrukturnya yang dibuat dengan teknik CVD pada skala wafer [93].

a Skema pertumbuhan CVD heterostruktur 2D lateral semikonduktor/semikonduktor. b Resolusi atom kontras gambar STEM dari antarmuka dalam bidang antara WS₂ dan MoS₂ . c Pemetaan intensitas Raman film 2D heterostruktur 2D pada 351 cm ⁻¹ (kuning) dan 381 cm ⁻¹ (ungu). d Pemetaan intensitas PL gabungan pada 630 nm (oranye) dan 680 nm (hijau). Dicetak ulang dan direproduksi dengan izin dari [89]

Secara umum, stabilitas nanomaterial dan heterostruktur 2D fabrikasi CVD cukup tinggi meskipun informasi tentang stabilitas jangka panjang dari struktur nano tersebut agak terbatas pada sebagian besar karya yang diterbitkan. Kinerja jangka panjang dan stabilitas instrumen elektronik dan optoelektronik berbasis TMDC yang ditumbuhkan CVD sangat dipengaruhi oleh antarmuka, cacat, dan batas butir dalam bahan nano mengingat mereka berfungsi sebagai pusat hamburan pembawa. Hal ini pada gilirannya mengurangi mobilitas pembawa perangkat. Oleh karena itu, persiapan bahan senyawa 2D dengan permukaan yang bersih, kualitas tinggi dan ukuran domain skala wafer harus menjadi tujuan yang diinginkan untuk nano dan opto-elektronik di masa depan. Juga harus ditekankan bahwa sejumlah besar bahan senyawa 2D lainnya belum dipelajari dengan baik atau belum berhasil ditanam, dan akibatnya, penemuan yang lebih menarik sedang menunggu untuk ditemukan.

ALD dari Struktur Nano 2D

ALD sebagai modifikasi CVD dapat menerapkan berbagai strategi menuju semikonduktor 2D fabrikasi yang dikontrol ketebalan dan heterostruktur terjepit. Meskipun ALD awalnya dikembangkan sekitar 45 tahun yang lalu, hanya pada awal abad kedua puluh satu semakin populer karena keuntungan besar dan pengembangan berbagai prekursor [94]. Selama dekade terakhir, telah digunakan untuk fabrikasi berbagai jenis bahan, termasuk oksida, sulfida, selenida, tellurida, nitrida dan logam [95]. Persyaratan utama adalah bahwa prekursor molekuler yang sesuai harus mengalami reaksi yang membatasi diri, karena perbedaan utama antara ALD dan metode deposisi uap lainnya adalah fakta bahwa lapisan tunggal permukaan yang jenuh sendiri terbentuk setelah setiap paparan prekursor. Deskripsi lengkap tentang perkembangan terbaru dalam kimia ALD dapat ditemukan dalam ulasan terbaru [94,95,96]. Jadi, sejauh ini ALD telah diimplementasikan di berbagai bidang termasuk mikroelektronika [97], katalisis [98], fotovoltaik [99] dan sensor [100]. Unfortunately, the ALD implementation toward the synthesis of 2D semiconductors and 2D sandwich nanostructures is rather limited.

As deposition technique, ALD consists of a series of self-limiting, surface-saturated reactions to form thin conformal films at a controllable rate. Despite all obvious ALD advantages, it has to be admitted that this emerging technology has not yet been fully exploited for fabrication of different 2D nanostructures. Apparently, the lack of reliable recipes and precursors, specific ALD temperature window for deposition are some of the valid reasons for that. On the other hand, it was recently reported that the ALD advantages are far superior to the existing capabilities of other deposition techniques [101]. Specifically, ALD is the only one technology, which enables fabrication of defects-free, conformal 2D nanofilms and their heterostructures on the wafer scale with precise, Ångstrom scale control of their thickness during deposition [102]. In this regard, the state-of-the-art nanoscale ALD interfacing and molecular engineering of 2D nanomaterials can open up completely new possibilities by providing ultra-thin channels for key doping, minimization of the density of interfacial impurities and optimization of capabilities of instruments. Furthermore, the ALD fabrication technique enables turning the design of 2D nanostructures toward heterojunctions and hetero-structures [103,104,105], and hybrid SE based on inorganic–inorganic [106], organic–organic and inorganic–organic nanomaterials [107]. Figure 6 illustrates growing interests to ALD as well as comparison of the deposition rates and properties for 2D nanostructures developed by various deposition techniques [94].

Number of annual citations on “Atomic layer deposition” topic a of published manuscripts. Data are according to Web of Knowledge™ Database. Comparison of the deposition rate vs step coverage (b ) and coverage areas produced by different deposition techniques (c ). Comparative analysis of properties of SE fabricated by PVD, CVD, and ALD, respectively (d ). Reproduced with permission from [94]

ALD of 2D Metal Chalcogenide Films

The layered TMDCs are composed of sandwiched structure where the metal layers covalently bonded with two individual surrounding chalcogen atoms, thus the layer-by-layer deposition mechanism in ALD technique is favourable for making layered 2D TMDC nanostructures. Among the different 2D TMDCs films including binary, ternary and doped chalcogenides, less than 20 type of them could be deposited via ALD method. The first MoS₂ nanofilm was fabricated by ALD in 2015. Initially, the number of MoS₂ layers was controlled by the tuning of parameters of ALD technique [106, 108,109,110]. Later, the ALD synthesis of TMDCs monolayer was reported [111,112,113,114]. The self-limiting layer synthesis (SLS) of MoS₂ monolayer film was also facilitated based on the typical ALD half-reactions [115, 116]. Here, the some practical cases of ALD of stable 2D films of metal dichalcogenides are summarized in Table 2 [94].

The first investigation of 2D MoS₂ deposition was based on the sulfurization of ALD deposited MoO_x few-layered film. The formation of S–Mo-S arrangements of atoms along the z -axis was achieved after 10 min interaction of MoO_x film with S gas at 600 °C [117]. The morphology, uniformity, crystallinity, nucleation and the quality of ALD-deposited film have direct impact on the final properties and characteristics of the MoS₂ film [117,118,119,120,121]. In this example, the parameters of multistep annealing process should be controlled precisely to facilitate the formation of MoS₂ films with sequential reduction of Mo and then incorporation of S atoms. In addition, the multistep reactions allowed the coverage control and phase transformation from crystalline MoS₂ to the 2H-phase at the higher post-treatment temperatures. The first wafer-scale CVD of MoS₂ on the 2-inch sapphire substrate was reported in 2014, when MoCl₅ dan H₂ S were employed as the precursors in the ALD system at 300 °C [121]. It was found that 10 sequential ALD cycles are required to establish the uniform growth of the MoS₂ film and prevent the islands growth. The following post-annealing of ALD MoS₂ film at 800 °C improved the crystallinity of MoS₂ at the expense of losing the thickness uniformity of MoS₂ on the wafer substrates. Thus, higher number of ALD cycles were done (20 cycles) to compensate the lack of uniformity due to the high-temperature post-annealing process. Considering the ALD window, it was found that the ALD process within 350 to 450 °C permits higher quality of sulfide layers with the growth rate of 0.87 Å/cycles [122]. It was also demonstrated that the following annealing of as-deposited MoS₂ film in H₂ S or sulfur gas can improve the stoichiometry of 2D MoS_x film [123].

The deposition of 2D MoS₂ films via ALD technique can also be achieved by usage of other precursors. Other main precursors for deposition of MoS₂ 2D films were Mo(CO)₆ , H₂ S and dimethyl disulfide compounds. The ALD window suitable for these precursors is in the range of 155–170 °C. By monitoring the mass gain during the ALD cycles, it was revealed that multiple pulses of Mo source are required to reach the saturation, while a single H₂ S injection is sufficient to saturate the reaction and achieve the growth rate of 2.5 Å/cycle in the optimized condition [124]. The plasma-enhanced atomic layer deposition (PE-ALD) can also be successfully employed to deposit ultra-thin h -MoS₂ film on the different substrates. The growth rate of 0.5 Å/cycle was observed at the ALD window of (175–200 °C) for deposition of 2D MoS₂ film. Lower ALD window (60–120 °C) caused the deposition of amorphous 2D MoS₂ film. Particularly, the ALD at 100 °C allowed the formation of continuous layer of amorphous MoS₂ on the Si wafer. To improve the crystallinity of as-deposited ALD film, the later rapid thermal annealing (RTA) treatment at 900 °C led to the formation of crystalline hexagonal layer of MoS₂ [125, 126]. Another recipe for deposition of 2D MoS₂ film is Tetrakis (dimethylamido) molybdenum (Mo(NMe₂ )₄ ), which interacts with either H₂ S or alternatively 1, 2 ethanedithiol (HS(CH₂ )₂ SH) to deposit 2D MoS₂ film. In this recipe, the ALD of MoS₂ film taken place at the lower temperature (T  < 120 °C) since the Mo(NMe₂ )₄ decomposes at temperature higher than 120 °C. The as-deposited 2D film was amorphous in this technique. Thus, the subsequent annealing was employed to crystalize the 2D MoS₂ film. The mass spectroscopy analysis revealed that the mechanism of ALD deposition of MoS₂ film is based on the removal of the remaining NMe₂ ligands from the substrate surface after interaction of sulfur gas with Mo precursor. It was roved that it is possible to deposited 2D films on polymeric substrates by using lower ALD temperature.

2D WS₂ is another example of the layered dichalcogenide ALD deposited at 300 °C by using WF₆ dan H₂ S as precursors [127]. A Zn-based catalyst is required to initiate the deposition of WS₂ film via ALD technique. Diethylzinc (DEZ) and H₂ S were employed to assist the rapid nucleation of WS₂ film over a wide range of substrates [128]. Zn acts as reducing agent for WF₆ favouring the adsorption of WF₆ on the surface of substrates. The initial growth rate of 1.0 Å/cycle was recorded, which then was reduced after 50 ALD cycles of WS₂ endapan. It was found that the deposition of a monolayer ZnS film is also facilitated the growth of WS₂ film with crystalline structure [129, 130]

WSe₂ is another TMDC 2D film which was fabricated by ALD [124]. In this report, a self-limiting approach for WCl₆ and diethyl selenide (DESe) at the higher ALD temperature of 600–800 °C was employed and the dependence of film thickness on the ALD processing temperature was observed [131]. Five, three and one crystalized layers of WSe₂ were deposited on the Si/SiO₂ wafers (8 cm ² ) at 600 °C, 700 °C and 800 °C, respectively. After 100 ALD cycles, the growth of WSe₂ was stopped due to growth saturation. The deposited WSe₂ film with few layers and monolayer was crystallined with honeycomb structure. The same film was employed as a p -type semiconductor in the FET and showed the capability of ALD deposited WSe₂ film for application in electronic devices. In another parallel attempt, the thermal ALD of continues WSe₂ film on the Si/SiO₂ substrate was successfully carried out at 390 °C [132]. WCl₅ dan H₂ Se were employed to deposit a highly uniform film with well-crystalline structure. The quality and crystallinity of the ALD WSe₂ film were fairly compatible to the mechanically exfoliated and CVD WSe₂ films [132].

SnS_x 2D family is the other types of 2D materials which was extensively studied during last few years. The first deposited SnS film was reported by using tin (II) 2,4-pentanedionate (Sn(acac)₂ ) precursor as the Sn source and H₂ S as the sulfur source, respectively, where the growth rate of 0.23 Å/cycle was achieved in the ALD window from 125 to 225 °C. The other precursors for ALD of SnS film are bis(N ,T ’-diisopropylacetamidinato) tin (II) (Sn(amd)₂ ) and N₂ ,N₃ -di-tert-butylbutane-2,3-diamine tin (II) which react with H₂ S gas during ALD [133]. This recipe enabled the deposition of crystalline SnS film at the ALD temperature of less than 200 °C.

2D SnS₂ and SnS_x films are deposited via employment of precursors containing Sn atoms [134]. The tetrakis (dimethylamino) tin (TDMASn) [135, 136] and tin acetate (Sn(OAc)₄ ) [137] as the Sn (IV) metal precursors were used for ALD of SnS₂ film. Polycrystalline hexagonal SnS₂ films were deposited with the growth rate of 0.64–0.8 Å/cycle [134] at the temperature range of 140–150 °C. The growth of ALD temperature above 160 °C resulted in the development of thin mono-sulfide films. However, the as-deposited film always contains a combination of both mixed SnS and SnS₂ compounds. Crystallinity of the film can still be improved by the following post-treatment annealing in H₂ S gas at 300 °C. As an example, the formation of a single phased orthorhombic 2D SnS₂ films with interlayer spacing of 0.6 nm was reported after the post-annealing treatment at 300 °C in H₂ suasana. Another precursor for ALD deposition of SnS₂ film is Sn(OAc)₄ where the ALD reaction in the ALD temperature of 150 °C resulted in the growth rate of 0.17 Å/cycle for the amorphous stoichiometric SnS₂ film. Generally, in ALD deposition of few-layered SnS_x films with Sn precursors and H₂ S gas, the chemical composition, structure and the stoichiometry of SnS_x ALD structures can be modulated depending on the deposition conditions and the post-ALD treatments [137].

One of the main ALD capabilities is the wafer-scale deposition of 2D hetero-structured TMDCs, which opens up further opportunity for fabrication of vdW hetero-structures. The technological challenges for deposition of 2D hetero-structured films are the main concerns for their deposition. Basal plans of the most of 2D materials are inert with the lack of dangling band, thus the nucleation of 2nd family of 2D films over the first layer is considerably challenging. Therefore, it is necessary to enable the initial adsorption of precursors on the surface of 2D film and then facilitate the growth of second 2D film over substrate. One of such examples is the ALD deposition of Sb₂ Te₃ film on the surface of graphene by using SbCl₃ and (Me₃ Si)₂ Te as precursors [138]. In this ALD process, (Me₃ Si)₂ Te was initially physically adsorbed on the graphene. The successful low deposition temperature of 70 °C for ~24.0-nm-thick crystalline Sb₂ Te₃ layer was finally achieved with the crystalline plane parallel to the graphene substrates. A sharp hetero-interface was formed between the graphene and Sb₂ Te₃ film as depicted on the high resolution transmission electron microscope (HRTEM) image in Fig. 7a [138].

a Cross-sectional image from the interface between ALD grown Sb₂ Te₃ on graphene/SiO₂ substrat. b The cross-sectional image of heterostructured Sb₂ Te₃ /Bi₂ Te₃ stacked layers. c The HRTEM image of SnS/WS₂ heterointerfaces and d the corresponding fast Fourier transform (FFT) image. Reproduced with permission from [138]

In another attempt, 2D hetero-structured Sb₂ Te₃ /Bi₂ Te₃ metal chalcogenides films were deposited by the ALD process on Si/SiO₂ wafer. Here, the bismuth telluride was selected to be deposited over the silicon wafer by the ALD technique at 165–170 °C, since it covers the Si better than Sb₂ Te₃ . Considering the low ALD temperature of Bi₂ Te₃ (at 65–70 °C), the employment of initial long SbCl₃ pulse in the ALD chamber was taken as a capable strategy to saturate the surface of Bi₂ Te₃ and complete the surface reactions for the next deposition step [139]. This approach also facilitated the disposition of three stacking layers of Bi₂ Te₃ /Sb₂ Te₃ with a high level of crystallinity. Another example is the growth of multiple WS₂ /SnS layered semiconductor hetero-junctions on the Si/SiO₂ substrates by alternating ALD of WS₂ and SnS at the ALD temperature of 390 °C [140]. The stacked 2D WS₂ /SnS has the 15° orientation angle between their c axis originated from the difference in crystalline structures and the lattice mismatch between WS₂ and SnS (Fig. 7b, c) [133]. This misaligned crystalline characteristics of WS₂ /SnS hetero-interfaces is the origin of noticeable decreased of the holes mobility in SnS film [140]. Generally, the ALD techniques are recently undergoing consistent progress to enable the deposition of higher numbers of 2D TMDC films. However, there are still countless research opportunities to develop suitable ALD recipes for deposition of 2D TMDC films over the different substrates and also to develop nanoelectronic instruments based on 2D TMDCs.

ALD of Ultrathin Oxide Films

The few-nanometer-thick metal oxide films can be considered as 2D nanostructures when they can be assigned to few layers of 2D films. In this context, the characterization and exploration of 2D oxides properties for the practical applications are considered as valuable technical knowledge along with the progressive advancement in the device miniaturization. Furthermore, modern technologies use the advantages of ultra-thin metal oxide nanostructures as the main components of state-of-the-art nanodevices. Consequently, promising applications for the ultra-thin 2D semiconductors and insulators are expected, such as solid oxide fuel cells, catalyst films, corrosion protection layers, chemical sensors, spintronic devices, and UV and visible light sensors. Metal oxide semiconductor field-effect transistors (MOSFET) and the other novel nanoelectronic instruments are fundamentally dependent on the ultra-thin uniform films of metal oxides. Complementary, metal oxide semiconductor (CMOS) sensors are technically developed based on the deposition of ultra-thin metal oxide films which opened up a quite number of the different applications from image and light sensors to FET transistors in low-energy semiconductor instruments. The solar energy cells, plasmonic devices, data storage applications, bio-compatibility and bio-sensing features, supercapacitance properties, and electrochemical sensing are among the recently announced and discovered applications of the 2D oxide semiconductors. Thus ALD deposition of 2D metal oxide semiconductor thin films is considered as advanced fabrication technology. It is also an extremely difficult target to achieve considering the fact that the structural stability and molecular integrity of 2D films can be deteriorated easily. Accordingly, one of the main challenges is the versatile and conformal deposition of these 2D oxide nanostructures on the convenient substrates [94]. The following section is specifically focused on the ALD of metal oxide materials, and particular attention is given to molybdenum, titanium, aluminum, and tungsten oxide 2D films.

MoO₃

Distinguishable properties of nanostructured molybdenum trioxide (MoO₃ ) made it an excellent candidate for catalytic, electrical and optical applications. There are also several promising functionalities originated from the heterointerface between the MoO₃ semiconductor and their metallic substrates. The bis(tert-butylimido) bis(dimethylamido) molybdenum ((tBuN)₂ (NMe₂ )₂ Mo) is one of the precursors for MoO₃ deposition, since it provides good volatility and thermal stability [141]. The PEALD window for molybdenum oxide with O₂ plasma and ((tBuN)₂ (NMe₂ )₂ Mo) precursor is in the range of 50–350 °C. The as-deposited films fabricated at the temperatures below 250 °C are usually amorphous, thus the post-deposition annealing process is needed to experience a transition from the amorphous to crystalline state. While the as-deposited films are sub-stoichiometric, the stoichiometry can be adjusted by the modulation of plasma parameters. The other precursors for ALD of ultra-thin MoO₃ film is Mo(CO)₆ which is mostly employed via O₂ plasma to facilitate the low-temperature PE-ALD of MoO₃ films in the narrow ALD window of 152–172 °C [141]. The resulted MoO₃ film was deposited with growth rate of 0.75 Å/cycle. The as-deposited film was found amorphous with the oxygen deficiency at the heterointerface between substrate and MoO₃ film. To achieve the crystalline structure, the following post-annealing at temperature above 500–600 °C is required. In another strategy, the ozone plasma was used on the surface of ALD MoO₃ film deposited on 300 mm Si/SiO₂ wafer [141]. Mo film was fabricated by using Si₂ H₆ and MoF₆ precursors at 200 °C. The wafer-scale deposition of ultra-thin MoO₃ film over 4-inch Au on the Si/SiO₂ wafer was reported, where C₁₂ H₃₀ N₄ Mo as molybdenum precursor and O₂ plasma as oxygen source were used at two ALD temperatures of 150 and 250 °C, respectively. The process includes the pre-exposure of bare Au surface by O₂ plasma which assists the formation of OH bonding on the Au surface. The following chemisorption of C₁₂ H₃₀ N₄ Mo molecules by the active sites on the Au and interaction with OH group on the surface of Au film led to the ligand exchange. The following O₂ plasma completed the oxidation process and finalized the growth of ultra-thin monolayer MoO₃ film (Fig. 8). The development of Mo–O-Mo bonding is expected after completion of oxidation process. Finally, 4.6-nm-thick MoO₃ film was deposited over the wafer substrate. In this technique, the growth rate from 0.78 Å/cycle to 1.21 Å/cycle was measured when the ALD temperature increased from 150 to 250 °C [141].

a Graphical scheme of deposition of 2D MoO₃ nanofilms by PE-ALD. b The injection of precursor into ALD chamber and c the reaction between precursor and Au surface (d ) and the complete deposition of a monolayer film over Au substrate. e The thickness of PE-ALD MoO₃ film over Au substrate vs. the ALD cycle number at based on the usage of (NtBu)₂ (NMe₂ )₂ Mo precursor and O₂ plasma at 150 °C and 250 °C, with the precursor dosing time of 2 s and plasma exposure time of 5 s. f The saturation curve of (NtBu)₂ (NMe₂ )₂ Mo precursor. The GPC is demonstrated as the function of precursor dosing time. g The saturation curve for O₂ plasma showing the GPC as the function of plasma exposure time. Reproduced with permission from [141]

WO₃

Enhancement of non-stoichiometry in monolayer WO₃ film developed by ALD via intercalation/de-intercalation process

TiO₂

Wafer-scale deposition of ultra-thin titanium dioxide (TiO₂ ) film on the Si/SiO₂ substrate was achieved by using the using tetrakis (dimethylamino) titanium (TDMAT) precursor and H₂ O as an oxidation agent [145]. The optimum ALD temperature of 250 °C was selected for ALD of monolayer TiO₂ film on the wafer-scaled substrate. To achieve a complete coverage of monolayer TiO₂ , two individual ALD super-cycles were designed and implemented [145]. The first super-cycle consisted of 10 consecutive cycles of pulse/purge TDMAT to assure the reliable coverage of surface by precursors. Afterward, 10 pulse/purge stages of H₂ O were performed to assure the completion of oxidation [145]. The XPS studies confirmed the changes of binding energies in both Si 2p and Ti 2p peaks after the deposition of 2D TiO₂ could be elucidated by the development of Si–O–Ti bonds at the interface between native SiO₂ and deposited 2D TiO₂ film. The deposition of TiO₂ on SiO₂ substrate was accompanied by the decrease in binding energy of Si ⁴⁺ which was related to this fact that the silicon was more electronegative than titanium. The evidence of oxygen bridge bonding was also demonstrated by characterization of vibrational mode of Ti–O–Ti bonds in the FTIR spectrum of monolayer TiO₂ and also by investigation of XPS spectrum of monolayer film [145]. The bandgap of 3.37 eV was measured for this TiO₂ film with atomic-scale thickness. The capability of ALD for deposition of ultra-thin films is of great importance to functional applications like microelectronics and catalysis where only few ALD cycles are desirable. Table 3 summarizes practical cases for ALD development of various 2D metal oxides reported to date.

In regard to stability of the ALD fabricated 2D nanostructures and their heterointerfaces, its mainly depends on the surface chemistry of ALD of 2D materials, especially because the inertness of their basal plans is expected to inhibit their growth and thus formation of vdW heterostructures. Moreover, as each precursor has specific “ALD window ” of deposition temperatures, trials and errors approach is required for optimization of the ALD fabrication temperature for each specific precursor taking into account the final thickness and porosity of deposited materials [98, 109]. Owing to the low deposition temperature, ALD of 2D oxides usually leads to fabrication of amorphous layers [32, 94]. Hence, when the crystalline phases of metal oxides are needed, post-annealing treatment is generally applied, improving the crystalline quality of the films as well as the interfaces with the substrate, which ultimately leads to the better stability of 2D nanomaterials over the time. Finally, although ALD appears to be a method of choice to fabricate oxide monolayers due to its precise control of the film thickness, only a handful of reports can be found in the literature [21, 32, 98, 141, 144, 145]. Therefore, the area of 2D metal oxide and their hetero-interfaces fabricated by ALD remains rather unexplored.

Self-limiting 2D Surface Oxides of Liquid Metals

The library of novel 2D materials for advanced applications is currently limited by the conventional synthesis methods of 2D films. The mechanical exfoliation of 2D films from their host layered bulks is not technologically precise and attractive method since the sizes distribution and thickness of produced nanosheets are not adequately and accurately controlled [146]. While the high vacuum techniques are accuracy of the depositing films are considered as high-quality films, these methods are still expensive, time consuming, and restricted by availability of precursors [64]. On the other hand, it is always desirable to introduce new synthesis methods of 2D materials in order to obtain the advanced 2D nanostructures with superior properties. Thus, synthesis of novel 2D semiconductor materials with distinguished or improved characteristics still remains a fundamental challenge.

Room-temperature liquid metals are a group of metals and alloys with unique electron-rich metallic cores which let them to stay in the liquid states even at the room temperatures. The interface of liquid metals with surrounding environment is the origin of one of the most natural 2D films [147]. This self-limiting surface oxide films (skin) is one of the most perfect planar materials with atomic scale thickness [148]. These crystalline structures are the host of unique properties and have provided a novel platform for synthesis of high-quality thin-film 2D materials for advanced applications [149]. Here, the liquid metals have the role of host material for synthesis of 2D films. With respect to the atomic structure, elemental composition, fluidity and thermodynamic of liquid metals, and furthermore, by considering the nucleation and growth characteristics of the surface oxide films, countless parameters are engaged to determine the proprieties of extracted 2D surface oxide films [150]. The low melting monophasic metal alloys are composed of post transition metals (Ga, In, Sn, Pb, Al, and Bi) and the elements of group 12 (Zn, Cd, and Hg). These elements can be combined together to produce a group of liquid alloys with low melting temperature. A biphasic liquid metal (mixture of solid and liquid) can be formed by either deviation of alloy composition from eutectic point or via adding solute elements above the solubility limit into the liquid metal solvent [151]. Gallium (Ga) is one of the most famous liquid metals with room-temperature melting point and possessing both covalent and metallic bonds at the solid state. The strong structural anisotropy and weak atomic bonding between Ga dimmers is originated from the distance between Ga neighbour atoms 2.7–2.9 Å which is considered as a significant distance between the gallium dimers [152]. This weak atomic bonding results in the weak crystalline structure in gallium which can easily break up at the room temperatures [153]. The alloying of Ga with some of the other elements may lead to further decrease in melting temperature of liquid alloy. One of the famous examples is the Ga-In alloy, when the melting temperature decrease to 16 °C in eutectic point of In-Ga alloy with atomic concentration of 14.2% indium [153]. The interface between gallium alloy and surrounding atmosphere is composed of the atomic-scale-thick gallium oxide (Ga₂ O₃ ). The liquid metal reacts with atmospheric oxygen even at very low oxygen pressure forming a self-limiting metal oxidation reaction [153]. This ultra-planar oxide films are among the most perfect naturally grown 2D materials [61]. This natural film prevents the liquid metal from the further oxidation. The ionic transfer through the natural surface oxide film is the controlling factor for the natural growth of surface oxide films of liquid metal and alloys. The formation of this oxide film leads to the highest reduction in the Gibbs free energy (ΔG _f ) [154]. In a liquid metal alloy, the surface oxide film is mostly composed of surface oxide films of one of elemental oxide films of alloy components. The most famous example is the surface of oxide film of galinstan alloy. Galinstan (EGa, In, Sn) is the eutectic alloy of gallium–indium–tin. However, the surface oxide of galinstan is composed of Ga₂ O₃ . Since the ΔG _f of Ga₂ O₃ is lower than that of In₂ O₃ dan SnO₂ in oxygen atmosphere, the surface oxide of galinstan alloy is mostly composed of Ga₂ O₃ [155]. With the same synthesis strategy, it is possible to synthesize the mixed 2D oxide films similar indium–tin–oxide. To this aim, the molten In–Sn alloy should be used to extract 2D films from the surface of liquid In–Sn alloy [154].

Due to the nonpolar properties of liquid metals, the attraction force between the liquid metal and its natural surface oxide film is weak and localized. Thus, a weak mechanical force can simply delaminate the surface oxide films from the surface of liquid metals. The delamination of surface oxide film can be achieved via the mechanical separation and exfoliation of 2D films by applying mechanical exfoliation methods including sonication, touching of liquid metal with the appropriated selected substrate, mechanical rolling of the liquid metal and alloy over the smooth substrate and separation and extraction of 2D films through the density differences and gradients between the synthesized compounds. These methods were employed recently for delamination of several different types of the surface oxide films of liquid metals from their host alloy. The following section will review some of lately synthesized 2D surface oxide films of liquid metals and alloys.

SnO _x

2D SnO_x film was successfully delaminated via vdW exfoliation of the liquid tin surface oxide film. Elemental tin (Sn) with its low melting point (231.9 °C) [156] and its high conductivity (9.17 × 10 ⁶ σ) is used as electrical connections in the electronic utensils. The anti-corrosion impact of tin oxide layer has been confirmed before. SnO₂ naturally covers the surface of tin alloy under the atmospheric condition and prevents further oxidation of Sn [156]. It was found that the natural surface oxide film of liquid tin in the ambient atmosphere is composed of a mixture of tin oxides which is predominantly composed of SnO₂ , with some contributions of SnO, Sn₂ O₃ and Sn₃ O₄ [156]. The precise control of oxygen exposure to the surface of fresh molten tin is the main technical factor to determine the composition of surface oxide film of tin alloy. This is a highly important factor during the synthesis of the surface oxide film of molten tin, when we take into consideration the fact that the SnO₂ is n- type semiconductor, and SnO is a p -type semiconductor with a variety of different electrical properties. The bipolar characteristics of SnO is another important properties of this material which made it a functional choice for application in electrical invertors [157]. Furthermore, the high stability and sensitivity of well-established SnO films turned them to the desired option for application in chemical-based FET sensors and catalyst films. The transparency is another characteristic of SnO films originated from the wide bandgap of this semiconductor [156, 157].

To exfoliate2D SnO_x film, the fresh surface oxide film of molten tin was mechanically delaminated by the contact of surface of Si/SiO₂ substrate with the surface of molten alloy inside of the glove box [158]. The scheme of process was graphically demonstrated in Fig. 10a [158]. The delaminated SnO_x film in ambient atmosphere had ~ 0.6 nm thickness [157] with crystalline structure. Considering the interlayer spacing of crystalline SnO (0.484 nm), 0.6-nm thick film can be considered as a monolayer SnO film and 1.1-nm-thick film is therefore a bilayer SnO 2D film (Fig. 10b). The 2D films synthesized in glovebox and under oxygen concentration of 10–100 ppm had ultra-fine surface characteristics. The measurement of interlayer spacing showed that the nanosheets formed under ambient atmosphere were composed of two distinct materials with interlayer spacing of 2.7 Å and the other 3.35 Å, which were respectively attributed to the crystal lattice of SnO and SnO₂ . The 2.7 Å lattice spacing was related to the (110) plane of SnO, while the 3.35 Å lattice spacing was attributed to the (110) plane of SnO₂ , respectively (Fig. 10c–e) [158]. The sample synthesized in the reductive atmospheres was mostly covered by SnO film. The bandgap measurement of SnO film showed the direct bandgap of 4.25 eV. This ultra-thin 2D film was employed to fabricate the SnO-based FET transistor. The p -type characteristics of SnO-based developed FET was confirmed with the mobility of 0.7 cm ² V ⁻¹ s ⁻¹ (Fig. 10g) which was much higher than the similar FET devices based on the pulsed layer deposited bilayer SnO film with the mobility of 0.05 cm ² V ⁻¹ s ⁻¹ [159].

a Graphical representation of vdW exfoliation method. When a Si/SiO₂ substrate is attached to the molten tin alloy, the created vdW force between the tin oxide and SiO₂ surface help to delamination and following attachment of 2D oxide film to the SiO₂ substrat. b The AFM image of the monolayer (0.6 nm) and bilayer (1.2 nm) tin oxide film. c The TEM image of tin oxide film developed in controlled atmosphere. d The HRTEM of tin oxide film developed in ambient atmosphere with mixed SnO and SnO₂ struktur. e The HRTEM image of SnO film developed in controlled atmosphere. f The bandgap of monolayer SnO film measured by electron energy loss spectroscopy. g The I-V characteristics of fabricated SnO FET device at various gate voltages. Reprinted with permission from [156]

GaPO ₄

The high-temperature stable gallium phosphate (GaPO₄ ) semiconductor (up to 930 °C) is one of the functional piezoelectric semiconductors with outstanding technical position compared its rival of α-quartz [61]. Gallium phosphate has trigonal structure with the cell parameters of a  = 4.87 Å and c  = 11.05 Å and γ  = 120° (Fig. 11a) [160]. The piezoelectricity facilitates the mutual conversion of electrical energy or pulses to mechanical forces or oscillations. To develop miniature power and electric instruments and generators, it is highly required to synthesize 2D piezoelectric materials for novel nanoelectronic technology. In this device, the atomistic level vibration, bending and displacement can be monitored and then facilitate the harvesting of kinetic energies of oscillation of piezoelectric materials. The loss of centro-symmetry is the main structural specifications of 2D materials with piezoelectric properties [160]. Many types of 2D materials including, TMDCs with odd number of layers, transition metal oxides, aluminium nitride, GeS and SnSe₂ , h -BN and graphene are capable of showing the piezoelectric properties [161,162,163] at the low temperatures. Nowadays, it is highly required to synthesize new 2D materials with stable piezoelectric performance at high operational temperatures. This is very challenging issue since the performances of 2D piezoelectric materials are failed due to the structural changes at the high working temperatures. Another difficulty arises from the challenging deposition stage of homogeneous 2D piezoelectric films of functional instruments.

a The side view of GaPO₄ demonstrating the out-of-plane structure of GaPO₄ . b For the secondary phosphatization treatment. c The AFM and HRTEM studies of 2D GaPO₄ film. d The XRD, e Raman and f bandgap measurement of 2D GaPO₄ film. Reprinted with permission from [160]

As a successful achievement, the 2D archetypal piezoelectric GaPO₄ film was recently synthesized via processing of 2D surface oxide film of gallium. The archetypal piezoelectric GaPO₄ is not naturally available in crystalline scarified structure [160], and thus the conventional mechanical exfoliation techniques are not capable of synthesis of 2D crystalline gallium phosphate films. In this method, natural surface oxide film of gallium was mechanically exfoliated from its liquid alloy via vdW delamination technique, see Fig. 11b. The secondary post-annealing treatment was employed inside a furnace for the secondary phosphatiation treatment [61]. The vapor gas containing phosphor chemically interacted with the surface of 2D Ga₂ O₃ film by the heating of H₃ PO₄ bubuk. N₂ gas had the role of carrier gas for transfer of vapor phosphor gas to the surface of 2D Ga₂ O₃ film at 300–350 °C (Fig. 11b). The following AFM and HRTEM measurement of samples confirmed the synthesis of 1.1-nm-thick 2D film with dimensional characteristics similar to the trigonal GaPO₄ in the c crystalline direction (Fig. 11c) [160]. The XRD studies and Raman characterization have confirmed that 2D GaPO₄ film had crystalline structured with dominance of (003) and (102) planes of trigonal α-GaPO₄ . (Fig. 11d, e). A wide bandgap of 6.9 eV was measured for α-GaPO₄ film (Fig. 11f). The experimental measurements reaffirmed the strong out-of-the-plane piezoelectric properties for the GaPO₃ 2D nanostructures which was around 8.5 pm V ⁻¹ [160]. This considerable piezoelectric characteristics of 2D α-GaPO₄ highlighted the capability of this synthesis method to develop novel 2D materials with distinguishable mechano-electric properties.

GaN

The same post-processing approach was employed to synthesize GaN and InN 2D films from the surface oxide film of liquid gallium and indium [160]. The technique is based on squeeze printing of liquid gallium droplet between the Si/SiO₂ parallel substrates (Fig. 12a). In contact with atmosphere, Ga liquid was instantaneously oxidized in atmospheric condition. The synthesis process resulted in the formation of 2D Ga₂ O₃ films with thickness of 1.4 nm [157]. The following ammonolysis reaction at 800 °C was operated in the presence of urea. It was found that lower reaction temperatures did not facilitate the conversion of Ga₂ O₃ into the wurtzite GaN films (Fig. 12b) [160]. The thickness of the film after ammonolysis process was found to be 1.3 nm which is corresponded to the to three wurtzite GaN unit cells (Fig. 12c). The lattice constant of 5.18 nm was measured for 2D GaN film. The TEM studies also confirmed the crystalline structure of GaN with interlayer spacing of 0.28 along the (001) crystalline plate (Fig. 12d) [160]. The X-ray photoelectron spectroscopy (XPS) affirmed the substantial amount of nitrogen was replaced by the oxygen atoms in GaN structure which is owing to the similar bond length of Ga-O and Ga-N. It was targeted to decrease the level of oxygen in 2D GaN films. However, the successful removal of oxygen from the 2D GaN films was not achieved even during the synthesis process at the high temperatures. A bandgap of E _g  = 3.5 eV was measured for 2D GaN film (Fig. 12e) compared with that of Ga₂ O₃ film. The reason for the considerable decrease in the bandgap was attributed to the upward shift of the valence band of GaN film due to the hybridization of the O_2p -N_2p orbitals [160].

a Schematic illustration of squeezing of liquid metal galinstan between SiO₂ substrate and b following post-ammonolysis treatment for phase transform of Ga₂ O₃ to GaN film. c The High resolution AFM image of the surface of GaN film. d The HRTEM image of GaN film and e the band gap of measurement of GaN film. Reprinted with permission from [160]

The similar strategy was used to synthesis 2D InN film via two-step synthesis technique [160]. In this method, the vdW exfoliated 2D In₂ O₃ film was extracted from the surface of liquid indium. An intermediate bromination step was performed to transfer In₂ O₃ to InBr₃ . A 20-s post-processing stage of In₂ O₃ film adjacent to HBr source was enough to complete the phase transformation from In₂ O₃ into InBr₃ [61]. The following ammonolysis treatment of InBr₃ 2D film by NH₃ source at the temperature of 630 °C resulted in the phase transformation of InBr₃ into InN [160]. The following characterization studies confirmed the development of crystalline 2D ultra-thin wurtzite InN nanostructures with the crystalline lattice constant of 5.5 Å with the bandgap of 3.5 eV [160]. Generally, the multi-step synthesis technique was found as reliable approach towards the synthesis of advanced 2D nanostructures by using the surface oxide of liquid metals. The developed 2D nanostructures have clearly demonstrated novel electronic and optoelectronic characteristics which are not expected and observed in the similar 2D nanostructures, synthesized via high-vacuum deposition-based methods [164].

SnO/In ₂ O ₃ 2D Heterostructures

The p-n heterojunctions are now the building blocks of the semiconductor devices where the hetero-interfaces between two semiconductor materials with the different types of charge mobility properties are used to fabricate various types of electronic and opto-electronic instruments. Specifically, the heterostructured devices based on 2D films can be developed by several different approaches and techniques including mechanical exfoliation from the host material, CVD, ALD, molecular beam epitaxy, and pulsed laser deposition [165, 166]. Interesting new strategy was recently employed to fabricate vdW heterostructured 2D layered materials via stacking of various 2D layered crystals extracted from their liquid-based metals and alloys. A p-n heterojunction was developed by the vdW exfoliation of 2D SnO and In₂ O₃ films [167]. In this method, 2D SnO/In₂ O₃ vdW heterostructures developed [167] by the vdW transfer of surface oxide film of liquid tin (p -SnO) on top of the natural surface oxide of indium (n -Dalam₂ O₃ ). The developed 2D heterostructured film finally composed of p -SnO/n -Dalam₂ O₃ 2D films attached on top of each other via vdW forces (Fig. 13a, b) [167]. The following microstructural studies in atomic scale levels confirmed the formation of a vdW heterointerfaces between SnO/In₂ O₃ films with two crystalline structures with the different characteristics fabricated over Si/SiO₂ substrate (Fig. 13c). The lattice spacing of 0.27 nm corresponded to the (321) plane of crystalline In₂ O₃ , and the other 2D film with 0.298 Å is attributed to the (101) plane of SnO. The heterostructured film had the thickness of 4.5 nm (Fig. 13d, e). The Raman and optical characterization studies confirmed the development of heterointerfaces with optical absorption peak of SnO/In₂ O₃ film located at 251 nm, which was a number between 246 nm (SnO absorption peak) and 256 nm (In₂ O₃ absorption peak in Fig. 13f, g) [167]. One of the main properties of heterostructured film was strong interlayer coupling of charge carriers which affected the optical absorption of 2D film. The bandgap of heterostructured film was narrowed to 2.30 eV while the bandgap of individual SnO and In₂ O₃ were 4.8 eV and 3.65 eV, respectively, [167]. The schematic of band alignment at 2D SnO₂ /In₂ O₃ vdW hetero-interfaces was demonstrated at Fig. 13h. The effective bandgap at p–n junction was expected to be 2.30 eV, which was close to the calculated value of band gap of 2D heterostructured film from Tauc plot. The narrow bandgap assisted the charge separation at hetero-interfaces, thus the photoexcited electron–holes can be separated easily and they can feasibly migrate from the valence band of SnO to the conduction band of In₂ O₃ film. The specific energy band alignment at the hetero-interfaces of vdW SnO₂ /In₂ O₃ demonstrated quite impressive capabilities and excellent photodetectivity of 5 × 10 ⁹ J with the photocurrent ratio of 24 and the outstanding photoresponsivity of 1047 A/W [167]. Here, the liquid metal printing technique was found as the valuable potential approach for fabrication of heterostructured 2D materials, which do not naturally exist as the layered structures in nature.

a Schematic illustration of fabrication of 2D vdW heterostructured SnO/In₂ O₃ film. b The HRTEM image of heterostructured SnO/In₂ O₃ film. c The HRTEM image of atomic structure of heterostructured films show the high crystalline structure of SnO and In₂ O₃ film with their lattice spacing distance. d The AFM of heterostructured SnO/In₂ O₃ film with e the profile thickness of the films. f The Raman spectra of SnO, In₂ O₃ and SnO/ In₂ O₃ 2D films. g The optical absorption of SnO, In₂ O₃ and SnO/ In₂ O₃ 2D films. h The band alignment of SnO/ In₂ O₃ 2D heterostructures. Reprinted with permission from [167]

Therefore, the natural ultra-thin metal oxide films on the surface of liquid metals and alloys were found as functional materials with tremendous applications. Ultra-thin nature, pin-hole free and considerable lateral dimensions of these films accompanied by the facile vdW delamination of them on desired substrate provided a great platform for successful synthesize of novel generation of 2D materials and related electronic instruments [168]. Table 4 has provided a representative information on the recently developed 2D materials and devices based on 2D surface oxide film of the liquid metal and alloys.

Novel Applications of 2D Semiconductors

Memristors Based on 2D Semiconductors

The information technology today faces the fast growing of amount of generated data. The data processing in new era requires development of advanced data storage technologies far beyond of concept of current silicon-based technology. Today Si-based memories are facing their technological limits, furthermore, the complementary CMOS instruments are also suffering from the physical dimensional retractions and technological problems [169]. Consequently, it is highly required to develop new nanostructured materials with improved properties and also to modify the existing devices to circumvent the technological restrictions related to the storage capacity of memory units. The von Neumann technology tries to emulate the working mechanism of human brain where the complicated networks of interconnected biological synapse enable us to memorize, learn, remind, recognize, process and understand the multi-task operations with minimum energy consumption. An average power consumption for a singular synaptic event is in the range of 1–10 fj, which is at least 5 orders of magnitude lower than the energy consumption of the existing conventional computers [170]. The current von Neumann technology architecture is not efficient since their memory and processing units are physically separated. A low-energy consumption non-volatile memristors with nanoscale dimensions, high performance, and improved processing speed can respond the current memory technology which is in its bottle-neck stage [170]. Regarding the energy consumption issues, 2D materials can be employed as ultra-thin nanostructural memristors. The resistive switching (RS) behavior of 2D materials has also been explored recently. It was found that the employment of 2D materials in memory units could potentially tackle the current limitations in memory devices [171]. Recently, the nonvolatile characteristics of 2D materials have been extensively investigated and characterized. The 2D semiconductor layered materials and ultra-thin oxide films possess a wide range of properties in various fields which also can be accompanied by their memristive characteristics.

Memristors Based on TMDCs

The recent development in nanodevice fabrication technology enabled the employment of ultra-thin TMDC films in functional instruments. The CVD and metal organic CVD were successfully employed to deposit monolayer MoS₂ , MoSe₂ , WS₂ , and WSe₂ 2D films in a sandwiched in a vertical configuration between Au electrodes over Si/SiO₂ substrate (Fig. 14) [172]. It was confirmed that monolayer TMDC films had no grain boundaries and they are empty of oxide compounds. Thus, an oxide free hetero-interface was shaped between Au electrodes and 2D TMDC films. This sharp and clean hetero-interface increased the possibility of precise measurement of electrical properties of 2D films. The graphical scheme of the memristor devices, the top view of device and the cross-sectional TEM image of Au/MoS₂ /Au memristor are presented in Fig. 14a–c, respectively. The characterization of 2D MoS₂ by atomic resolution scanning tunnelling microscope (STM) (Fig. 14d) demonstrated relatively high quality and additionally showed local sulfur vacancy defects in the MoS₂ film. The unit based on monolayer MoS₂ film verified high on /off ratio above 10 ⁴ and the corresponding retention time as high as 10 ⁶ S. The bipolar resistive switching was observed in the behavior of all memristors based on MOS₂ , MoSe₂ , WS₂ , and WSe₂ 2D films. Both unipolar and bipolar resistive switching behavior were detected during the study of resistive switching response of MoS₂ film. The abrupt increase of the device current in all samples indicated the occurrence of dielectric break down phenomenon. The formation of conductive filaments (CFs) in the 2D active layer of memristors was the main mechanism of RS (Fig. 14e–i). Thus, the electroforming can be avoided by scaling down the thickness of active memristor layer into the few nanometer range. The main drawback of this strategy is the excessive leakage current originated from the trap-assisted device tunnelling [165]. Occasionally, the unipolar RS was observed in the certain single-layer MoS₂ metal/insulator/metal units as was shown in Fig. 14 f. The typical bipolar RS behavior was also presented in the study of resistive behavior of atomristors based on monolayer MoSe₂ , WS₂ dan WSe₂ films, respectively [172].

a Schematic interpretation of metal/insulator/metal atomristor device based on TMDCs monolayers, b the corresponding optical image of device and the c cross-sectional TEM image of Au-Monolayer MoS₂ -Au device. d The atomically resolved STM image of monolayer MoS₂ film deposited on Au electrode. The sulfur vacancies indicated by dashed lines. e The typical I-V curve of atomristor device based on monolayer MoS₂ monolayer device. The typical bipolar RS behavior is observed. f The occasional unipolar RE behavior of device in monolayer MoS₂ device. g , h dan i graphs respectively demonstrate the typical bipolar RS behavior of atomristor devices based on monolayer MoSe₂ , WS₂ dan WSe₂ film. Reprinted with permission from [172]

In another configuration, a memristor based on monolayer MoS₂ was developed where a Cu electrode was employed as the active electrode to fabricate electrochemical metallization memory device [173]. In this instrument, the Au film play the role of inert conductive electrode. The scheme of this device is demonstrated in Fig. 15a. Due to the diffusion of Cu ions in MoS₂ layer a conductive atomic-scale Cu filament is formed in the MoS₂ double monolayer. Therefore, this memristor falls under the category of electrochemical metallization memories (ECM), whereas the memristive performance of other 2D MoS₂ device with the inert electrode (similar Au) is based on migration of the sulfur vacancies. The sulfur vacancies in MoS₂ thin films make conductive filaments with atomic scale dimensions, and hence these types of MoS₂ memristors are known as the valence change memories (VCM) [173].

The optical image of Cu/MoS₂ double layer/Au memristor device with scale bar of 100 μm accompanied by the graphical scheme of device with top Cu electrode and bottom Au electrode. The memristor’s crossbar area is 2 × 2 μm ² . b The I-V curve of memristor device with bipolar RS with the 0.25 V Set voltage and − 0.15 V Reset voltage. e The logarithmic scale I –V curve of device for the pristine state before and after forming process, and for LRS and HRS after the forming process. Reprinted with permission from [173]

In fabricated ECM (Fig. 15), the two-dimensionality and electrochemical metallization by Cu cationic filaments resulted in the considerable decrease in switching voltage down to 0.2 V (Fig. 15b). This characteristic has arisen from the lower diffusion activation energy of Cu cations in MoS₂ layer compared with that of sulfur vacancies in 2D MoS₂ film [173]. The bipolar resistive switching was the main characteristics of the I-V curve of memristor with a set voltage at 0.25 V and a reset voltage at − 0.15 V. It was observed that the majority of double-layer MoS₂ memristors are free of the forming process. By using a double-layer MoS₂ memristor the transport mechanism in Cu/double layer MoS₂ /Ag device was investigated. Figure 15b depicts the I–V characteristics of memristor before the forming process (pristine state) as well as for HRS and LRS (after forming). The instrument performed in pristine state with the resistance of 16.6 kΩ when the applied voltage on the unit was less than 0.3 V. Quantum tunnelling was recognized as the conduction mechanism in memristor in the pristine state. In this condition, the resistance is much larger than the resistance of device after the forming process of memristor. The further increase of applied voltage beyond the 0.3 V in pristine state is accompanied by the transition in I–V curve into the slope 2 region (I ∝ V ² ), which corresponds to the space-limited conduction states. The dramatic increase of current after increasing of applied voltage (further than 0.6 V) is attributed to the formation of Cu conductive filaments in MoS₂ film (Fig. 15c). Higher imposed voltage on Cu electrode resulted in the oxidation of Cu top electrode. This resulted in the migration of Cu cations toward the bottom Au electrode to reduce and deposit there. The conductive Cu filaments were built up along the defective grain boundaries of 2D MoS₂ film and the device switched to LRS.

Complementary Resistive Switching in Transition Metal Oxide Films

The ion doping of semiconductor films can tangibly alter the charge transfer mechanism in these ultra-thin films. The memristive characteristics of 2 semiconductors are also tangibly affected by the presence of other foreign ionic species inside active materials of memristors. TiO₂ is one of the well-known recognized semiconductors with resistive switching characteristics. A 7.0-nm-thick TiO₂ ALD film was used to investigate the impact of ion intercalation in resistive switching of this ultra-thin film [174]. To understand the effect of Indium (In) intercalation in active layer of memristor (TiO₂ ), an ion incorporation set up was made. The ion intercalation in this set-up was facilitated by imposed driving voltage on the ion-containing solution covering the surface of 2D TiO₂ film. The potentiodynamic measurements (I–V sweep) of Pt/TiO₂ /Au and Pt/In-doped TiO₂ /Au memristor under the dark condition showed different RS mechanisms for In-ion doped and non-doped TiO₂ film. Pt/TiO₂ /Au device shows bipolar switching behavior (Fig. 16a). V _Setel  = 0.94 and V _Reset  = − 0.98 during I–V sweeping measurement were observed [174]. A bipolar RS behavior of film was explained by the ionic drift of oxygen vacancies owning to employed voltage on the electrochemically inert Au and Pt electrodes. This unit is categorized as VCM cells. The schematic representation of oxygen vacancies distribution for both off and on states are shown in Fig. 16b and c. The dielectric member of memristor is characterized with two parts:low conductive TiO_2-x with the thickness of t and insulating part with the thickness of D-t . The applied voltage on the electrode caused the ionic drift of oxygen vacancies, which is accompanied by the shift of border between low conductivity component and insulating part of active layer of memristor. In this condition, the I–V curve of device is not further Ohmic and will be non-linear. In this proposed model, the thickness of insulating layer should be small enough (few nanometer) to let the electric field develops and promotes the ionic drift of defects [174].

a Typical logarithmic scale depiction of I–V sweeping graph of Pt/In-doped TiO₂ /Au memristor. b Device is set off, the metallic cations are distributed in top layer of In-doped TiO₂ film. c The formation of filamentary conductive channels, the device is set On (Set, stage 1). d The depletion of metallic cations adjacent to the bottom electrode. The device is set off again (Reset, stage 2). e By imposing the reverse gate voltage, the metallic cations again move toward the cathode electrode (top Pt electrode) and again form a metallic cation bridge and the device is set On (Set-stage 3). f By depletion of metallic cations, at Pt electrode the device is set off again (Reset, stage 4). Reprinted with permission form [174]

The In-doped TiO₂ film demonstrated a complementary resistive switching (CRS) behavior during the voltage sweeping between − 1.0 V and + 1.0 V (Fig. 17a) device is set at a higher voltage and again reset at another lower voltage of the same polarity [174]. The cell was set for the first time at V _Set1  = 0.732 V and then reset again in the same polarity at V _Reset1  = 0.1277 V. In the negative voltage, the second LRS to HRS switching occurred at V _Set2  = − 0.7055 V and again reset to HRS at V _Reset2  = − 0.0901 V. Thermally assisted charge transfer mechanism is the most possible theory which explain the resistive switching in the ion-doped TiO₂ 2D film. The unipolar switching confirms the filamentary nature of resistive switching. The filamentary resistive switching is mostly based on the ECM of the mobile ionic species caused by the migration of metallic cations. It facilitates the development of filamentary metal bridges (on state), which can be ruptured later (off state). The filamentary mechanism is the characteristic of this memristor, which is fabricated with electrochemical active electrodes, while the In-doped TiO₂ memristor was sandwiched between inert Au and Pt electrodes. It is expected that the switching behavior of In-doped TiO₂ device was originated from the migration of both anion and cation components. The versatile switching behavior of In-doped TiO₂ device can prove that both anion and cation components are involved in CRS mechanisms. The proposed model suggested that the redistribution of oxygen vacancies and Indium ions inside TiO₂ layer can affect, alter and facilitate the RS. In the heterostructured oxide stacks, the conjunction of an oxygen deficient oxide layer (LRS mode) with another oxygen rich layer (HRS mode) triggers the CRS of heterostructured memristor which is caused by the movement of oxygen vacancies. This gradual change of oxygen concentration can trigger occurrence of CRS of memristor due to the difference in resistance of TiO₂ tumpukan. From another point of view the formation of filamentary conductive channels assist the RS and increase the conductance of devise. At the initial state or off state (Fig. 17b), the top In-doped layer is in LRS mode while the bottom layer is in HRS. By applying the threshold voltage, the ionic species migrate into lower insulating layer resulting in the formation of conducting filaments and paths (Fig. 17c) and then device reaches to its on state (Set 1). At higher positive voltage, the ionic species in upper layer (mostly In-ions) are depleted (Fig. 17d) and again device will reach to its off state (Reset 2) and demonstrates HRS behavior. The similar phenomenon is expected to occur at the negative biases in which the first on state (Fig. 17e) switches the memristor to new LRS, following another off state after depletion of the ionic species (Fig. 17f). The versatility of CRS behavior of all samples was repeatedly tested several times and the same behavior was observed.

The Pt/TiO₂ /Ti/Pt stacked crossbar cells:a the SEM top view of (60 nm) ² cross-point, b The TEM cross-sectional image of 100 nm ² Pt/TiO₂ /Ti/Pt device with c its corresponding schematic graph of the plug and disc region in the TiO₂ lapisan. Reprinted with permission from [174]

Artificial Optical Synapses Based on 2D Semiconductors

The human brain operation is highly energy efficient. The data storage and processing are functioned in brain with the lowest possible energy consumption. This ultra-low energy consumption is inspired by the functionalities of biological nervous system. Based on the brain performance, a novel type of computing and processing system was proposed by Alan Turing in 1948, when he introduced the idea of using a computing device with the interconnected network of artificial neurons [175]. It is envisaged that the interconnect network of artificial synapses can effectively solve and overcome the restrictions of the traditional van Neumann computing. The biological synapses, as one of the key members of the neural system, are the information channels ensuring short-term computation, long-term learning and memorization by tuning the synaptic weights [176]. As a biological structure, a chemical synapse is a gapped connection between two neurons through which the communication between two individual axons is created by biochemical reactions. The synapse is a biological junction where the electrochemical waves (action potentials) are transmitted through the axons of neuron. The energy consumption of a biological synaptic event is tangibly lower than that of any other similar device. Analogously, an artificial synapse is a unit which mimics the behavior and performance of the biological synaptic junction to transfer the synaptic signals. From the technical point of view, memristors are the best candidates capable of successful emulation of the characteristics of a biological synapse [177]. The resistive switching mechanism is the basic principle of the memristors. A sandwiched insulator or transition metal oxides between two conductive electrodes is the typical structure of an artificial synaptic device. The synaptic properties are observed in variety of materials with different resistive and synaptic mechanisms. In fact, the diversity of materials with synaptic characteristics experiences a rapid progress, and thus the fundamental understanding of related synaptic mechanisms is currently progressing. Metal oxide resistive random access memories (RRAMs) (such as TiO₂ , AlO_x , HfO_x , WO_x , TaO_x ), conductive bridge synapses (Ag- and Cu-based electrodes), phase-change material-based synapses (PC synapse), ferroelectric material-based synapses, magnetoresistive (MR)-based synapses, carbon nanotube based synapses, and organic nanostructured-based synapses are some of the active memristor materials that demonstrated attractive synaptic characteristics [177]. The optical stimulated synaptic devices are recently introduced into telecommunication technology. In optical synapses, optical pulses of light stimulate the generation of charge carriers between two conductive electrodes. The photogenerated charge carriers in atomically thin 2D MoS₂ film allow the modulation of the synaptic weights with photonic pulses. This optical capability of artificial synapse is highly important that capitalizes the possibility of high-bandwidth optical communication protocols. The schematic of 2D MoS₂ -based synaptic unit is depicted in Fig. 18a [178]. As the main privilege, the incorporation of the optical and electrical pulses addressed the different charge trapping mechanisms to precisely modulate the synaptic weights. Furthermore, the instrument was capable of neuromodulation to achieve the plasticity and metaplasticity properties via dynamic control of spike-time-dependent plasticity (Hebbian theory). The schematic of analogue circuit is demonstrated in Fig. 18b depicting the interplay between Hebbian and homeostatic plasticity. The interplay between Hebbian and homeostatic synaptic plasticity in MoS₂ synapse is provided in Fig. 18c–e, respectively. The long-term potentiation strength was achieved by employment of sequential voltaic training pulses in synaptic instrument. It was observed that the synaptic weights increase linearly by increasing the number of training pulses. It was also demonstrated that the application of 100 training pulses resulted in the weight change of synapse up to 117% in electronic mode, while the same number of training pulses in ionotronic-mode resulted in the increase of weight up to 223%. (Fig. 18c, d) [178]. In the optically stimulated synaptic unit, a strong long-term potentiation was observed in the 2D MoS₂ artificial synapse via using the optical gating function (Photoactive mode). The light pulses (λ  = 445 nm) played the role of presynaptic signals. Up on the illumination on the surface of 2D MoS₂ synapse, the conductance increased rapidly and then continued until the gradual saturation when the conductance was one order of magnitude above the value of dark-current. A rapid drop of conductance occurred on the termination of optical illumination source, but the conductance still remained in high values (Fig. 18e). The band-to-band transition is expected to be the main reason for rapid transition, while the long-lasting high conductance values in optoelectronic mode were attributed to the defect or trap-centred slow recombination of generated electron/holes. The observations are in accordance with the proposed model of random local potential fluctuation (RLFP). This state is called persistent conductivity [178]. By the increase of optical pulses and higher number of photons, the decay time became slower. This is consistent with the RLPF model where higher carrier numbers occupy sites of the local potential minima, and therefore, the rate of election/hole recombination would be slower. The vivid manifestation of this phenomenon is slower degradation of photogenerated current in synaptic device.

Graphical scheme of triple modulated architecture of artificial 2D MoS₂ perangkat sinaptik. b The analogue circuit depicting the interplay between the various parameters for stimulation of synaptic plasticity. c The interplay between the Hebbian and synaptic plasticity in MoS₂ -based 2D synaptic device, which depicts the enhancement in the strength of long-term potentiation functionalities of device as he function of training by electronic-mode, d Ionotronic mode and e photovoltaic mode. In photovoltaic mode, the light intensity is altered (from 0.5 to 5.25 mW mm ⁻² ) to enable training by optical pulses. Reprinted and reproduced with permission from [178]

Two-terminal optical synapse based on In-doped TiO₂ ultra-thin film was also fabricated for emulation of the synaptic functionalities [174]. The In ions were doped into ~7.0-nm-thick TiO₂ film deposited by ALD technique. It was observed that the ion doping affected the RS mechanism and also extended the optical absorption edge of ultra-thin 2D TiO₂ film to the visible light range. It was measured that the set voltage of the TiO₂ -based synaptic device was shifted to the lower voltages after optical stimulation of In-doped TiO₂ memristor. These observations (Fig. 19a) confirmed the impact of photogenerated electron/hole on occupation of trapping sites in amorphous TiO₂ film and consequently resulted in the decrease of the set voltage (Fig. 19b) and the increase of memristors’ conductance (Fig. 19b). Furthermore, the increase in light intensity slightly affected the set voltage of memristors, which is an indication of saturation state in the number of photogenerated charge carriers. Therefore, it does not let the device to achieve the lower V _Setel nilai-nilai. The emulation of optical synaptic characteristics was verified by the observation of unrested postsynaptic current caused by singular optical pulse (Fig. 19c). PPF synapse values were demonstrated by two consecutive EPSC spikes with pulse intervals of 0.3 s (Fig. 19d). The rapid decay of PPF index of device [the ratio of amplitude of the 2nd EPSC (A₂ ) to the 1st EPSC (A₁ )] was discovered after the increase of pulse intervals. It shows the sensitivity of short-term plasticity of optical synapses to the sequence of optical pulses (Fig. 19e). The calculated energy consumption of In-doped TiO₂ optical synaptic device for a singular pulse was estimated to be around 2.41 pJ (pulsed optical signal with 10 ms duration) (Fig. 19e). It was observed that the energy consumption of In-doped ultra-thin TiO₂ optical synapse was highly efficient [174]. Moreover, when the successive laser pulses with different frequencies were employed, transition from STP to LTP emulated by the same optical synaptic unit (Fig. 19f). These results clearly demonstrated that the optical stimuli with the lower pulse intervals are beneficial for facilitation the LTP capabilities. Observations also confirmed that shorter pulse intervals resulted in higher gain values consistent with the effect of residual generated carries on the following pulses [174]. The EPSC and conductance saturation were also detected and observed during the study of synaptic behavior of artificial synapses. This phenomenon was attributed to the saturation of photogenerated electron/holes. It was also shown that the instrument was capable of emulation of bidirectional analogue switching.

The optical synaptic characteristics of In-doped ultra-thin TiO₂ film. a The logarithmic scale I–V curves of ITO/In-doped/Au synaptic device. Variation of the set voltage and conductance vs changes of light intensity for pulsed lasers. c The EPSC of synaptic device induced by 7 μW cm ⁻² laser pulse. d The PPF of device. e The variation of PPF index vs. the pulse intervals. Inset shows the variation of energy consumption vs. pulse duration. f The variation of EPSC of synaptic device stimulated with the pulsed light with different pulse intervals. Reprinted with permission from [174]

Artificial Optical Nociceptors Based on 2D Semiconductors

Mimicking the human brain functionalities by using neuromorphic-based technologies is quite essential achievement towards the development of the artificially engineered bio-inspired electronic instruments [52]. The emulation of human sensory system and the sensorimotor functionalities are significant hurdles in biomimetic studies. Visual processing is fulfilled by outstanding features of the human’s eye (Fig. 20a) [52]. Eye, as the natural visual detector and processor consists of a large number of receptors and nociceptors (Fig. 20b–d). In fact, nociceptor is a key sensory receptor that recognizes noxious stimuli, which in turn generates and delivers the warning signals to the central nervous system. The cornea has the highest number of nociceptors in the human eye and the majority of the corneal nociceptors are polymodal. Looking at the nervous system, the biological synapse is the fundamental base of sensorimotor system facilitating various functionalities including the pain signal transfer in the neural system (Fig. 20e). The analogous artificial nociceptive device with similar synaptic functionalities is composed of a semiconductor ultra-thin film sandwiched between two conductive layers (Fig. 20f).

Scheme of human eye receptor and nociceptor system. a The human brain as decision making unit receives the informative signals from b human eye and its sensory components including the c light receptors and nociceptors in Retina section. d Shows a typical nociceptor with its components. e Is the typical schematic representation of a natural synapse and f its artificial counterparts in conductor/ semiconductor /conductor sandwiched configuration. Reprinted with permission from [52]

Optical artificial nociceptors built upon ultra-thin amorphous all-oxide heterostructures with ionic transport, anisotropic electrical characteristics and ultimate transparency. A heterostructured 2D Ga₂ O₃ /TiO₂ film was fabricated to make an optical nociceptor device [179]. To alter the heterointerfaces between Au electrodes and TiO₂ optical semiconductor films, the Ga₂ O₃ 2D film was annealed in N₂ suasana. The successful incorporation of N₂ atoms into ultra-thin Ga₂ O₃ film was accompanied by phase transformation of Ga₂ O₃ into more conductive phase. Raman spectroscopy measurements showed the characteristic peak of Ga-N bonding after annealing process in N₂ atmosphere [179]. The Ga₂ O₃ film was still in high level of transparency (up to 90%) [179]. From the PL spectra, it is found that the bandgap of 2D WO₃ is around 2.88 eV. The PL spectra also showed notable modification of bandgap after RTA of Ga₂ O₃ 2D film in N₂ suasana. The bandgap of 5-nm-thick Ga₂ O₃ film was shifted from 4.1 eV to 3.46 eV for N₂ doped Ga₂ O₃ film. It was observed that the oxygen vacancies were replaced by atomic nitrogen in the Ga₂ O₃ nanostructure. The heterointerface engineering of 2D Ga₂ O₃ (N₂ )/TiO₂ altered the resistive switching mechanism of 2D heterostructured memristor film [179]. A self-rectifying behavior was observed during the measurement of optical resistive behavior of heterostructured films. The studies show how the N₂ incorporation has considerably altered the energy band alignment at the Ga₂ O₃ /TiO₂ hetero-interfaces [179]. Thus, the charge transfer mechanisms at Ga₂ O₃ :TiO₂ and Ga₂ O₃ (N₂ )/TiO₂ hetero-interfaces are expected to be different. A bipolar resistive switching performance was observed during I–V cyclic test of Au/Ga₂ O₃ –TiO₂ /ITO device under the visible light illumination. The tunable HRS/LRS ratio and loop opening characteristics are the main privileges of Au/Ga₂ O₃ /TiO₂ /ITO optical memristor under the visible light illumination. The Ga₂ O₃ (N₂ -600 °C)/TiO₂ heterostructured device has experienced strong rectification behavior which is a characteristic of the development of type-II heterointerface [52, 179, 180]. Thus the main characteristic of this device is its nanoscale ultra-low memristive current, which shows the capability of this unit for the fabrication of the self-rectifying resistive switching-based instruments with low-energy consumption. The nociceptive behavior was observed during the study of reaction of Au–Ga₂ O₃ /TiO₂ –ITO and Au–Ga₂ O₃ (N₂ -600 °C)/TiO₂ -ITO. The ignition time (t ₀ ) and saturation time (t _s ) of the Ga₂ O₃ (N₂ )/TiO₂ -based nociceptors are shown in Fig. 21a [179]. The relaxation phenomenon is another characteristic of nociceptors, which was observed in the Ga₂ O₃ (N₂ )/TiO₂ -based heterostructures (Fig. 21b). After the nociceptor ignition the ultimate time for the retrieval of nociceptor to off state is called relaxation time. This behavior is similar to the non-adaptation characteristics of the human nociceptors, when the generated warning signals protects the human organs from further unnecessary exposure to hazardous stimuli [180, 181]. It was also found that the relaxation time is the function of the frequency of pulsed light. The abnormal state is a condition when a nociceptor component experiences stimulating signals which are stronger than its natural threshold. In the abnormal state the nociceptor performs similar to the receptor system. Figure 21c shows the difference between the optoresponsive reaction of an abnormal and normal nociceptor. It depicts how the damaged nociceptors show reaction to the constant visible light. The allodynia and hyperalgesia are the individual characteristics of damaged nociceptor in te abnormal state. The response of nociceptor is continuously increased and the device did not follow the non-adaptation mode when the light intensity is increased (Fig. 21d) after 5 min illumination, which is the characteristic behavior of nociceptors in the abnormal state [179]. Generally, it was found that the nanoengineering and functionalization of semiconductor hetero-interfaces facilitated the fabrication of smart bio-inspired photoreceptors and nociceptor gadgets with self-adapting characteristics.

a The photoinduced nociceptive behavior of Ga₂ O₃ (N₂ )/TiO₂ -based heterostructured devices. The effect of light intensity (λ  = 655 nm) on threshold time (t ₀ ) and saturation time (t _s ) of Ga₂ O₃ (N₂ )/TiO₂ nociceptor. The light frequency was 20 Hz. b The relaxation characteristics of Au- Ga₂ O₃ (N₂ )/TiO₂ -ITO nociceptor. The light frequency was 20 Hz. c The distinction of photoresponse behavior of Au-Ga₂ O₃ (N₂ )/TiO₂ -ITO nociceptor in normal and abnormal state. The light frequency was 20 Hz. d The allodynia and hyperalgesia behavior of Au-Ga₂ O₃ (N₂ )/TiO₂ -ITO opto-nociceptor. Reprinted with permission from [179]