JC
Ji Chen
physics.chem-phcond-mat.mtrl-sciphysics.comp-phcond-mat.str-elcond-mat.dis-nncond-mat.mes-hallcond-mat.supr-conquant-phallotropycond-mat.other
On Valency
published · living versionsW_kq2bzen3·v1 · currentpublished
Neural Network Fractional Quantum Hall States with Learnable Orbital Pair Matrix Factors: Balancing Physical Priors and Flexibility
with Yubing Qian, Weiluo Ren
1 version
W_cgkea8qz·v1published
Preprints & journals
113 papers in the corpus · 2012–2026Empowering neural network-based quantum Monte Carlo with local pseudopotentials.42432321 · Fu, Weizhong, Fujimaru, Ryunosuke, Li, Ruichen et al.2026 · 1 citationNature computational science. 2026;6(9):1005-1014
Dataset distillation for machine learning force field in phase transition regime.42334160 · Chen, Ruiyang, Zhang, Qingyuan, Chen, Ji2026 · 0 citationsThe Journal of chemical physics. 2026;164(24)
A Unified Generative Framework for Scalable Chemical Reaction Network Exploration2606.21002v1 · Zechang Sun, Chenxi Hu, Kailai Lin et al.2026 · 0 citationsarXiv
Towards stable and accurate electron dynamics via neural network based time-dependent variational Monte Carlo2606.05850v2 · Weizhong Fu, Zhe Li, Yubing Qian et al.2026 · 0 citationsarXiv
Topological invariant of periodic many body wavefunction from charge pumping simulation2604.08702v1 · Haoxiang Chen, Yubing Qian, Weiluo Ren et al.2026 · 0 citationsarXiv
Hessian-informed machine learning interatomic potential towards bridging theory and experiments2603.25373v1 · Bangchen Yin, Jian Ouyang, Zhen Fan et al.2026 · 0 citationsarXiv
Permutation invariant multi-scale full quantum neural network wavefunction2603.12233v1 · Pengzhen Cai, Yubing Qian, Li Deng et al.2026 · 0 citationsarXiv
Beyond overcomplication: a linear model suffices to decode hidden structure-property relationships in glasses2602.05313v1 · Chenyan Wang, Mouyang Cheng, Ji Chen2026 · 0 citationsarXiv
Integral Variable Range Hopping for Modeling Electrical Transport in Disordered Systems2601.10226v1 · Chenxin Qin, Chenyan Wang, Mouyang Cheng et al.2026 · 0 citationsarXiv
Stochastic representation of time-evolving neural network-based wavefunctions.41439731 · Huang, Bizi, Fu, Weizhong, Chen, Ji2025 · 1 citationThe Journal of chemical physics. 2025;163(24)
Down to one network for computing crystalline materials.41125911 · Qian, Yubing, Chen, Ji2025 · 0 citationsNature computational science. 2025;5(12):1098-1099
Author Correction: The first-principles phase diagram of monolayer nanoconfined water.41331353 · Kapil, Venkat, Schran, Christoph, Zen, Andrea et al.2026 · 1 citationNature. 2025;648(8094):E15
Deep-learning electronic structure calculations.41430378 · Tang, Zechen, Chen, Haoxiang, Li, Yang et al.2025 · 12 citationsNature computational science. 2025;5(12):1133-1146
Variational Calculations of the Excited States of the Charged NV-center in Diamond Using a Hybrid Functional2510.24144v1 · Lei Sun, Elvar Orn J'onsson, Aleksei Ivanov et al.2025 · 0 citationsarXiv
A multi-resolution systematically improvable quantum embedding scheme for large-scale surface chemistry calculations.41120360 · Huang, Zigeng, Guo, Zhen, Cao, Changsu et al.2025 · 7 citationsNature communications. 2025;16(1):9297
Eliminating Defect States in Monolayer Tungsten Diselenide by Coupling with a c-Plane Sapphire Surface.41046401 · Huang, Chen, Wang, Jinhuan, Chen, Yilin et al.2025 · 5 citationsPhysical review letters. 2025;135(12):126201
Individual and Cooperative Superexchange Enhancement in Cuprates.40960817 · Jiang, Tonghuan, Bogdanov, Nikolay A, Alavi, Ali et al.2025 · 0 citationsJournal of chemical theory and computation. 2025;21(19):9364-9375
Examining density wave correlations in high pressure through variational Monte Carlo2509.07219v2 · Yanxin Chen, Haoxiang Chen, Tonghuan Jiang et al.2025 · 0 citationsarXiv
A particle view of many-body electronic structure with neural network wavefunction2508.13751v1 · Zichen Wang, Weizhong Fu, Zhe Li et al.2025 · 0 citationsarXiv
Quantum Many-Body Simulations of Catalytic Metal Surfaces2508.13036v3 · Changsu Cao, Hung Q. Pham, Zhen Guo et al.2025 · 0 citationsarXiv
Molecularly resolved mapping of heterogeneous ice nucleation and crystallization pathways using in-situ cryo-TEM.40783494 · Wang, Zibing, Yuan, Zifeng, Cheng, Mouyang et al.2025 · 8 citationsNature communications. 2025;16(1):7349
Neural Scaling Laws Surpass Chemical Accuracy for the Many-Electron Schrödinger Equation2508.02570v2 · Du Jiang, Xuelan Wen, Yixiao Chen et al.2025 · 1 citationarXiv
Simulated Atomistic Growth of Amorphous Monolayer Carbon.40569109 · Hu, Jiani, Cheng, Mouyang, Han, Erxun et al.2025 · 3 citationsThe journal of physical chemistry letters. 2025;16(27):6866-6873
Nuclear quantum effects in two-hydrogen intermediates on graphene-embedded transition metal atoms.40459272 · Han, Erxun, Fang, Wei, Chen, Ji2025 · 2 citationsPhysical chemistry chemical physics : PCCP. 2025;27(23):12542-12549
Publisher Correction: Imaging surface structure and premelting of ice Ih with atomic resolution.40404943 · Hong, Jiani, Tian, Ye, Liang, Tiancheng et al.2025 · 0 citationsNature. 2025;642(8067):E18
Describing Landau Level Mixing in Fractional Quantum Hall States with Deep Learning.40408749 · Qian, Yubing, Zhao, Tongzhou, Zhang, Jianxiao et al.2025 · 12 citationsPhysical review letters. 2025;134(17):176503
Deep Learning Sheds Light on Integer and Fractional Topological Insulators2503.11756v1 · Xiang Li, Yixiao Chen, Bohao Li et al.2025 · 1 citationarXiv
ByteQC: GPU-Accelerated Quantum Chemistry Package for Large-Scale Systems2502.17963v2 · Zhen Guo, Zigeng Huang, Qiaorui Chen et al.2025 · 7 citationsarXiv
Pressure-induced structural and superconducting transitions in black arsenic2502.01955v1 · Y. Y. Wu, L. Mu, Y. L. Zhang et al.2025 · 7 citationsarXiv
Advancing Surface Chemistry with Large-Scale Ab-Initio Quantum Many-Body Simulations2412.18553v2 · Zigeng Huang, Zhen Guo, Changsu Cao et al.2024 · 2 citationsarXiv
Commensurate to Incommensurate Transition of Three Dimensional Charge Density Waves2412.06459v1 · Hao Wang, Qiang Luo, Ji Chen2024 · 0 citationsPhys.Rev.B 111 (2025) L161112
Spin-symmetry-enforced solution of the many-body Schrödinger equation with a deep neural network.39633095 · Li, Zhe, Lu, Zixiang, Li, Ruichen et al.2024 · 17 citationsNature computational science. 2024;4(12):910-919
Probing quantum critical phase from neural network wavefunction2411.19938v1 · Haoxiang Chen, Weiluo Ren, Xiang Li et al.2024 · 0 citationsarXiv
Ultracompact Electrical Double Layers at TiO2(110) Electrified Interfaces.39586092 · Nadeem, Immad M, Penschke, Christopher, Chen, Ji et al.2026 · 5 citationsJournal of the American Chemical Society. 2024;146(49):33443-33451
Force and stress calculations with a neural-network wave function for solids.39058255 · Qian, Yubing, Li, Xiang, Chen, Ji2024 · 5 citationsFaraday discussions. 2024;254(0):529-541
Stochastic and low-scaling techniques/extended systems: general discussion.39399904 · Alavi, Ali, Atalar, Kemal, Berkelbach, Timothy C et al.2026 · 0 citationsFaraday discussions. 2024;254(0):570-585
Unveiling sulfur vacancy pairs as bright and stable color centers in monolayer WS2.39488514 · Sun, Huacong, Yang, Qing, Wang, Jianlin et al.2024 · 36 citationsNature communications. 2024;15(1):9476
Predicting macroscopic properties of amorphous monolayer carbon via pair correlation function2410.03116v1 · Mouyang Cheng, Chenyan Wang, Chenxin Qin et al.2024 · 10 citationsarXiv
In Situ Closing the van der Waals Gap of Two-Dimensional Materials.39352696 · Wu, Shengqiang, Li, Siheng, Meng, Yuan et al.2024 · 2 citationsJournal of the American Chemical Society. 2024
Deep learning quantum Monte Carlo for solids2407.00707v1 · Yubing Qian, Xiang Li, Zhe Li et al.2024 · 7 citationsarXiv
Emergent Wigner phases in moiré superlattice from deep learning2406.11134v1 · Xiang Li, Yubing Qian, Weiluo Ren et al.2024 · 6 citationsarXiv
Symmetry enforced solution of the many-body Schrödinger equation with deep neural network2406.01222v1 · Zhe Li, Zixiang Lu, Ruichen Li et al.2024 · 0 citationsarXiv
Degree of disorder-regulated ion transport through amorphous monolayer carbon.38808236 · Liu, Shizhuo, Cao, Ran, Hu, Jiani et al.2024 · 9 citationsRSC advances. 2024;14(24):17032-17040
Imaging surface structure and premelting of ice Ih with atomic resolution.38778112 · Hong, Jiani, Tian, Ye, Liang, Tiancheng et al.2024 · 79 citationsNature. 2024;630(8016):375-380
Electric Polarization from a Many-Body Neural Network Ansatz.38728714 · Li, Xiang, Qian, Yubing, Chen, Ji2024 · 9 citationsPhysical review letters. 2024;132(17):176401
Atomic-scale observation of localized phonons at FeSe/SrTiO3 interface.38653990 · Shi, Ruochen, Li, Qize, Xu, Xiaofeng et al.2024 · 31 citationsNature communications. 2024;15(1):3418
Understanding the wetting of transition metal dichalcogenides from an ab initio perspective2402.11470v1 · Siheng Li, Keyang Liu, Jir'i Klimes et al.2024 · 8 citationsarXiv
Nanoscale one-dimensional close packing of interfacial alkali ions driven by water-mediated attraction.38049594 · Tian, Ye, Song, Yizhi, Xia, Yijie et al.2026 · 44 citationsNature nanotechnology. 2024;19(4):479-484
Origin of dielectric polarization suppression in confined water from first principles.38179530 · Dufils, T, Schran, C, Chen, J et al.2024 · 58 citationsChemical science. 2024;15(2):516-527
Mechanistic insight on water dissociation on pristine low-index TiO2 surfaces from machine learning molecular dynamics simulations.37783698 · Zeng, Zezhu, Wodaczek, Felix, Liu, Keyang et al.2023 · 81 citationsNature communications. 2023;14(1):6131
Career total: 177 works. 113 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.