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Moir\'e superlattice designed in stacked van der Waals material provides a dynamic platform for hosting exotic and emergent condensed matter phenomena.
Moiré bands in twisted double-layer graphene
Rafi Bistritzer and Allan H MacDonald · 2011
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Ab initio theory of moiré superlattice bands in layered two-dimensional materials
Jeil Jung, Arnaud Raoux, Zhenhua Qiao, and A. H. MacDonald · 2014
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Optimizing neural networks with kronecker-factored approximate curvature
James Martens and Roger Grosse · 2015
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Solving the quantum many-body problem with artificial neural networks
Giuseppe Carleo and Matthias Troyer · 2017
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Unconventional superconductivity in magic-angle graphene superlattices
Yuan Cao, Valla Fatemi, Shiang Fang, Kenji Watanabe, Takashi Taniguchi, Efthimios Kaxiras, and Pablo Jarillo-Herrero · 2018
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Correlated insulator behaviour at half-filling in magic-angle graphene superlattices
Yuan Cao, Valla Fatemi, Ahmet Demir, Shiang Fang, Spencer L Tomarken, Jason Y Luo, Javier D Sanchez-Yamagishi, Kenji Watanabe, Takashi Taniguchi, Efthimios Kaxiras, et al · 2018
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Hubbard model physics in transition metal dichalcogenide moiré bands
Fengcheng Wu, Timothy Lovorn, Emanuel Tutuc, and A. H. MacDonald · 2018
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Theory of phonon-mediated superconductivity in twisted bilayer graphene
Fengcheng Wu, A. H. MacDonald, and Ivar Martin · 2018
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Solving many-electron schrödinger equation using deep neural networks
Jiequn Han, Linfeng Zhang, and Weinan E · 2019
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Simulation of hubbard model physics in wse2/ws2 moirésuperlattices
Yanhao Tang, Lizhong Li, Tingxin Li, Yang Xu, Song Liu, Katayun Barmak, Kenji Watanabe, Takashi Taniguchi, Allan H. MacDonald, Jie Shan, and Kin Fai Mak · 2020
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Correlated insulating states at fractional fillings of moirésuperlattices
Yang Xu, Song Liu, Daniel A. Rhodes, Kenji Watanabe, Takashi Taniguchi, James Hone, Veit Elser, Kin Fai Mak, and Jie Shan · 2020
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Mott and generalized wigner crystal states in wse2/ws2 moirésuperlattices
Emma C. Regan, Danqing Wang, Chenhao Jin, M. Iqbal Bakti Utama, Beini Gao, Xin Wei, Sihan Zhao, Wenyu Zhao, Zuocheng Zhang, Kentaro Yumigeta, Mark Blei, Johan D. Carlström, Kenji Watanabe, Takashi Taniguchi, Sefaattin Tongay, Michael Crommie, Alex Zettl, and Feng Wang · 2020
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Ab initio solution of the many-electron schrödinger equation with deep neural networks
David Pfau, James S. Spencer, Alexander G. D. G. Matthews, and W. M. C. Foulkes · 2020
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Deep-neural-network solution of the electronic schrödinger equation
Jan Hermann, Zeno Schätzle, and Frank Noé · 2020
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Moiré quantum chemistry: charge transfer in transition metal dichalcogenide superlattices
Yang Zhang, Noah FQ Yuan, and Liang Fu · 2020
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Moiré quantum chemistry: charge transfer in transition metal dichalcogenide superlattices
Yang Zhang, Noah FQ Yuan, and Liang Fu · 2020
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Imaging two-dimensional generalized wigner crystals
Hongyuan Li, Shaowei Li, Emma C. Regan, Danqing Wang, Wenyu Zhao, Salman Kahn, Kentaro Yumigeta, Mark Blei, Takashi Taniguchi, Kenji Watanabe, Sefaattin Tongay, Alex Zettl, Michael F. Crommie, and Feng Wang · 2021
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Artificial atoms, wigner molecules, and an emergent kagome lattice in semiconductor moiré superlattices
Aidan P. Reddy, Trithep Devakul, and Liang Fu · 2023
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Wigner molecular crystals from multi-electron moiré artificial atoms
Hongyuan Li, Ziyu Xiang, Aidan P Reddy, Trithep Devakul, Renee Sailus, Rounak Banerjee, Takashi Taniguchi, Kenji Watanabe, Sefaattin Tongay, Alex Zettl, et al · 2023
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Competing generalized wigner crystal states in moiré heterostructures
Shu Fay Ung, Joonho Lee, and David R Reichman · 2023
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Neural network ansatz for periodic wave functions and the homogeneous electron gas
Max Wilson, Saverio Moroni, Markus Holzmann, Nicholas Gao, Filip Wudarski, Tejs Vegge, and Arghya Bhowmik · 2023
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Discovering quantum phase transitions with fermionic neural networks
Gino Cassella, Halvard Sutterud, Sam Azadi, ND Drummond, David Pfau, and James S Spencer · 2023
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Correlated insulating states at fractional fillings of the ws2/wse2 moirélattice
Xiong Huang, Tianmeng Wang, Shengnan Miao, Chong Wang, Zhipeng Li, Zhen Lian, Takashi Taniguchi, Kenji Watanabe, Satoshi Okamoto, Di Xiao, Su-Fei Shi, and Yong-Tao Cui · 2021
Cited alongside, same era.
The marvels of moiré materials
Eva Y Andrei, Dmitri K Efetov, Pablo Jarillo-Herrero, Allan H MacDonald, Kin Fai Mak, T Senthil, Emanuel Tutuc, Ali Yazdani, and Andrea F Young · 2021
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γ \gamma valley transition metal dichalcogenide moiré bands
Mattia Angeli and Allan H MacDonald · 2021
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Stripe phases in wse2/ws2 moiré superlattices
Chenhao Jin, Zui Tao, Tingxin Li, Yang Xu, Yanhao Tang, Jiacheng Zhu, Song Liu, Kenji Watanabe, Takashi Taniguchi, James C Hone, et al · 2021
Cited alongside, same era.
γ \gamma valley transition metal dichalcogenide moiré bands
Mattia Angeli and Allan H MacDonald · 2021
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Ab initio calculation of real solids via neural network ansatz
Xiang Li, Zhe Li, and Ji Chen · 2022
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bytedance/deepsolid: Release 1.0, December 2022
Xiang Li · 2022
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Artificial intelligence for artificial materials: moiré atom
Di Luo, Aidan P Reddy, Trithep Devakul, and Liang Fu · 2023
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Quantum wigner molecules in moiré materials
Constantine Yannouleas and Uzi Landman · 2023
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Competing generalized wigner crystal states in moiré heterostructures
Shu Fay Ung, Joonho Lee, and David R. Reichman · 2023
Later among the works it cites.
Wigner molecular crystals from multi-electron moiré’ artificial atoms
Hongyuan Li, Ziyu Xiang, Aidan P Reddy, Trithep Devakul, Renee Sailus, Rounak Banerjee, Takashi Taniguchi, Kenji Watanabe, Sefaattin Tongay, Alex Zettl, et al · 2023
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Metal-insulator transition in a semiconductor heterobilayer model
Yubo Yang, Miguel A. Morales, and Shiwei Zhang · 2024
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Wigner-molecule supercrystal in transition metal dichalcogenide moiré superlattices: Lessons from the bottom-up approach
Constantine Yannouleas and Uzi Landman · 2024
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A computational framework for neural network-based variational Monte Carlo with Forward Laplacian
Ruichen Li, Haotian Ye, Du Jiang, Xuelan Wen, Chuwei Wang, Zhe Li, Xiang Li, Di He, Ji Chen, Weiluo Ren, and Liwei Wang · 2024
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