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• Interface Laplace Learning: Learnable Interface Term Helps Semi-Supervised Learning

  Tangjun Wang, Chenglong Bao, Zuoqiang Shi

  2025-12-01

  377 72

• Solving the $k$-Sparse Eigenvalue Problem with Reinforcement Learning

  Li Zhou, Lihao Yan, Mark A. Caprio, Weiguo Gao, Chao Yang

  2021-11-29

  40767 3458 Pages:697-723

• Solving Time-Dependent Parametric PDEs by Multiclass Classification-Based Reduced Order Model

  Chen Cui, Kai Jiang, Shi Shu

  2023-01-09

  34159 3723 Pages:13-40

• A Deep Learning Approach for Solving the Inverse Problem of the Wave Equation

  Xiong-Bin Yan, Keke Wu, Zhi-Qin John Xu, Zheng Ma

  2026-01-25

  771 97 Pages:29-61

• Enforcing Exact Boundary and Initial Conditions in the Deep Mixed Residual Method

  Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen

  2021-11-29

  40749 3415 Pages:748-775