Articles

• Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space

  Jihao Long, Jiequn Han

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  80360 4465 Pages:1-37 Open-access

• Ab-Initio Study of Interacting Fermions at Finite Temperature with Neural Canonical Transformation

  Hao Xie, Linfeng Zhang, Lei Wang

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  81518 4725 Pages:38-59 Open-access

• Embedding Principle: A Hierarchical Structure of Loss Landscape of Deep Neural Networks

  Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

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  80563 4529 Pages:60-113 Open-access

• DeePN$^2$: A Deep Learning-Based Non-Newtonian Hydrodynamic Model

  Lidong Fang, Pei Ge, Lei Zhang, Weinan E, Huan Lei

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  81916 5644 Pages:114-140 Open-access