ZZ
Zhanghao Zhouyin
cond-mat.mtrl-scics.LGcond-mat.mes-hallphysics.comp-phquant-phcond-mat.dis-nncond-mat.str-elcs.DCstat.ML
On Valency
published · living versionsW_p3fnfa2t·v1 · currentpublished
Physical structure as an organizing principle for universal Hamiltonian learning
with Mingkang Liu, Guanghui Wang, Daye Zheng, Lei Shen +1
1 version
Preprints & journals
7 papers in the corpus · 2021–2026Accelerating Atom Simulations with Variable-Block Sparse Matrix Library2609.04397v1 · Zhanghao Zhouyin, Hong Guo2026 · 0 citationsarXiv
Moiré Phonon Condensation in Magic-Angle Twisted Bilayer Graphene2607.06711v1 · Zhanghao Zhouyin, Jyun-jie Jiang, Xianghua Kong et al.2026 · 0 citationsarXiv
Deep Learning-Based Quantum Transport Simulations in Two-Dimensional Materials2512.11291v3 · Jijie Zou, Zhanghao Zhouyin, Qiangqiang Gu et al.2025 · 0 citationsarXiv
Deep Learning Accelerated Quantum Transport Simulations in Nanoelectronics: From Break Junctions to Field-Effect Transistors2411.08800v3 · Jijie Zou, Zhanghao Zhouyin, Dongying Lin et al.2024 · 8 citationsarXiv
Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy.39117636 · Gu, Qiangqiang, Zhouyin, Zhanghao, Pandey, Shishir Kumar et al.2024 · 56 citationsNature communications. 2024;15(1):6772
Learning local equivariant representations for quantum operators2407.06053v4 · Zhanghao Zhouyin, Zixi Gan, MingKang Liu et al.2024 · 2 citationsInternational Conference on Learning Representations (ICLR), 2025
Understanding Neural Networks with Logarithm Determinant Entropy Estimator2105.03705v1 · Zhanghao Zhouyin, Ding Liu2021 · 1 citationarXiv
Career total: 17 works. 7 are in this corpus.
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