Modelling atomic and nanoscale structure in the silicon–oxygen system through active machine learning
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-024-45840-9
Download full text from publisher
References listed on IDEAS
- Akihiko Hirata & Shinji Kohara & Toshihiro Asada & Masazumi Arao & Chihiro Yogi & Hideto Imai & Yongwen Tan & Takeshi Fujita & Mingwei Chen, 2016. "Atomic-scale disproportionation in amorphous silicon monoxide," Nature Communications, Nature, vol. 7(1), pages 1-7, September.
- Volker L. Deringer & Noam Bernstein & Gábor Csányi & Chiheb Mahmoud & Michele Ceriotti & Mark Wilson & David A. Drabold & Stephen R. Elliott, 2021. "Origins of structural and electronic transitions in disordered silicon," Nature, Nature, vol. 589(7840), pages 59-64, January.
- Christoph Otzen & Hanns-Peter Liermann & Falko Langenhorst, 2023. "Evidence for a rosiaite-structured high-pressure silica phase and its relation to lamellar amorphization in quartz," Nature Communications, Nature, vol. 14(1), pages 1-8, December.
- Tsz Wai Ko & Jonas A. Finkler & Stefan Goedecker & Jörg Behler, 2021. "A fourth-generation high-dimensional neural network potential with accurate electrostatics including non-local charge transfer," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
- Kunta Yoshikawa & Hayato Kawasaki & Wataru Yoshida & Toru Irie & Katsunori Konishi & Kunihiro Nakano & Toshihiko Uto & Daisuke Adachi & Masanori Kanematsu & Hisashi Uzu & Kenji Yamamoto, 2017. "Silicon heterojunction solar cell with interdigitated back contacts for a photoconversion efficiency over 26%," Nature Energy, Nature, vol. 2(5), pages 1-8, May.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Huziel E. Sauceda & Luis E. Gálvez-González & Stefan Chmiela & Lauro Oliver Paz-Borbón & Klaus-Robert Müller & Alexandre Tkatchenko, 2022. "BIGDML—Towards accurate quantum machine learning force fields for materials," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
- Adil Kabylda & Valentin Vassilev-Galindo & Stefan Chmiela & Igor Poltavsky & Alexandre Tkatchenko, 2023. "Efficient interatomic descriptors for accurate machine learning force fields of extended molecules," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
- Ang Gao & Richard C. Remsing, 2022. "Self-consistent determination of long-range electrostatics in neural network potentials," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
- Wenzhu Liu & Jianhua Shi & Liping Zhang & Anjun Han & Shenglei Huang & Xiaodong Li & Jun Peng & Yuhao Yang & Yajun Gao & Jian Yu & Kai Jiang & Xinbo Yang & Zhenfei Li & Wenjie Zhao & Junlin Du & Xin S, 2022. "Light-induced activation of boron doping in hydrogenated amorphous silicon for over 25% efficiency silicon solar cells," Nature Energy, Nature, vol. 7(5), pages 427-437, May.
- Jae Yun Jeong & Inje Kang & Ki Seok Choi & Byeong-Hee Lee, 2018. "Network Analysis on Green Technology in National Research and Development Projects in Korea," Sustainability, MDPI, vol. 10(4), pages 1-12, April.
- Wang, Yunjie & Yang, Huihan & Chen, Haifei & Yu, Bendong & Zhang, Haohua & Zou, Rui & Ren, Shaoyang, 2023. "A review: The development of crucial solar systems and corresponding cooling technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 185(C).
- Mehmood, Haris & Nasser, Hisham & Zaidi, Syed Muhammad Hassan & Tauqeer, Tauseef & Turan, Raşit, 2022. "Physical device simulation of dopant-free asymmetric silicon heterojunction solar cell featuring tungsten oxide as a hole-selective layer with ultrathin silicon oxide passivation layer," Renewable Energy, Elsevier, vol. 183(C), pages 188-201.
- Yanan Shi & Yilin Chang & Kun Lu & Zhihao Chen & Jianqi Zhang & Yangjun Yan & Dingding Qiu & Yanan Liu & Muhammad Abdullah Adil & Wei Ma & Xiaotao Hao & Lingyun Zhu & Zhixiang Wei, 2022. "Small reorganization energy acceptors enable low energy losses in non-fullerene organic solar cells," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
- Changhyun Lee & Soohyun Bae & HyunJung Park & Dongjin Choi & Hoyoung Song & Hyunju Lee & Yoshio Ohshita & Donghwan Kim & Yoonmook Kang & Hae-Seok Lee, 2020. "Properties of Thermally Evaporated Titanium Dioxide as an Electron-Selective Contact for Silicon Solar Cells," Energies, MDPI, vol. 13(3), pages 1-10, February.
- Li, Zhenpeng & Ma, Tao, 2022. "Theoretic efficiency limit and design criteria of solar photovoltaics with high visual perceptibility," Applied Energy, Elsevier, vol. 324(C).
- Mehmood, Haris & Nasser, Hisham & Tauqeer, Tauseef & Turan, Raşit, 2019. "Simulation of silicon heterostructure solar cell featuring dopant-free carrier-selective molybdenum oxide and titanium oxide contacts," Renewable Energy, Elsevier, vol. 143(C), pages 359-367.
- Zhao Fan & Hajime Tanaka, 2024. "Microscopic mechanisms of pressure-induced amorphous-amorphous transitions and crystallisation in silicon," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- Issa M. Aziz, 2023. "Synthesizing and characterization of Lead Halide Perovskite Nanocrystals solar cells from reused car batteries," Technium, Technium Science, vol. 10(1), pages 14-26.
- Meng-Hsueh Kuo & Neda Neykova & Ivo Stachiv, 2024. "Overview of the Recent Findings in the Perovskite-Type Structures Used for Solar Cells and Hydrogen Storage," Energies, MDPI, vol. 17(18), pages 1-23, September.
- Peikun Zheng & Roman Zubatyuk & Wei Wu & Olexandr Isayev & Pavlo O. Dral, 2021. "Artificial intelligence-enhanced quantum chemical method with broad applicability," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
- Khan, Firoz & Rezgui, Béchir Dridi & Khan, Mohd Taukeer & Al-Sulaiman, Fahad, 2022. "Perovskite-based tandem solar cells: Device architecture, stability, and economic perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
- Ng, C.H. & Lim, H.N. & Hayase, S. & Zainal, Z. & Huang, N.M., 2018. "Photovoltaic performances of mono- and mixed-halide structures for perovskite solar cell: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 248-274.
- Chantana, Jakapan & Takeguchi, Kota & Kawano, Yu & Minemoto, Takashi, 2022. "Estimation of annual energy generation of perovskite/crystalline Si tandem solar cells with different configurations in central part of Japan," Renewable Energy, Elsevier, vol. 195(C), pages 896-905.
- Abyl Muradov & Daria Frolushkina & Vadim Samusenkov & Gulsara Zhamanbayeva & Sebastian Kot, 2021. "Methods of Stability Control of Perovskite Solar Cells for High Efficiency," Energies, MDPI, vol. 14(10), pages 1-16, May.
- Giovanni Landi & Sergio Pagano & Heinz Christoph Neitzert & Costantino Mauro & Carlo Barone, 2023. "Noise Spectroscopy: A Tool to Understand the Physics of Solar Cells," Energies, MDPI, vol. 16(3), pages 1-37, January.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45840-9. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.