Articles

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

  Jihao Long, Jiequn Han

  1-37

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

  Hao Xie, Linfeng Zhang, Lei Wang

  38-59

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

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

  60-113

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

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

  114-140

  [An open-access article; the PDF is free to any online user.]

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