Issues

• Proposal: callback to monitor solution topology during training

  lululxvi/deepxde#2107 · Filter by author j-garvi opened on Sep 26, 2026

• GlorotUniform Initializer unseeded

  lululxvi/deepxde#2086 · Filter by author scout792 opened on May 6, 2026
  13

• Add paper using DeepXDE to Research/PINN list

  lululxvi/deepxde#2085 · Filter by author AsfandyarKhan72 opened on Apr 27, 2026
  1

• Hard-to-read logs caused by multiple callbacks

  lululxvi/deepxde#2084 · Filter by author echen5503 opened on Apr 3, 2026

• IC/BC caching causes critical errors in inverse problems for IC/BC

  lululxvi/deepxde#2074 · Filter by author kyouma opened on Mar 29, 2026
  4

• Strange behavior of a boundary condition loss on the test sample

  lululxvi/deepxde#2073 · Filter by author kyouma opened on Mar 28, 2026
  5

• Geometries merged using CSG do not handle periodic points properly.

  lululxvi/deepxde#2071 · Filter by author echen5503 opened on Mar 23, 2026
  1

• EarlyStopping behavior

  lululxvi/deepxde#2048 · Filter by author vl-dud opened on Dec 11, 2025
  7

• Limited L-BFGS-B convergence

  lululxvi/deepxde#2040 · Filter by author asitlike opened on Dec 1, 2025
  5

• 具有不确定性量化的函数

  lululxvi/deepxde#2037 · Filter by author ayiiiii1105 opened on Nov 8, 2025
  5

• incosistent batch problem during training

  lululxvi/deepxde#2024 · Filter by author ramdhan1989 opened on Sep 28, 2025
  1

• Problem constructing a suitable NN architecture to solve partial differential equations with non-separable solutions

  lululxvi/deepxde#2022 · Filter by author AneleNcube opened on Sep 16, 2025
  1

• Convergence issue for 1D time domain Maxwell equation in the x-t domain.

  lululxvi/deepxde#2018 · Filter by author liuspace opened on Aug 6, 2025
  1

• Reworking PointSetOperatorBC

  lululxvi/deepxde#2017 · Filter by author Miguel-Escobar opened on Aug 4, 2025
  1

• Monitoring the tf vairables without var.numpy() and "eager execution"

  lululxvi/deepxde#2014 · Filter by author A-Divazi opened on Jul 19, 2025
  1

• New research

  lululxvi/deepxde#2013 · Filter by author jmtucny opened on Jul 14, 2025
  1

• The input of branch_net is set to requires_grad

  lululxvi/deepxde#2011 · Filter by author luoyh15 opened on Jul 7, 2025
  1

• How to add L1/L2 regularization on unknown variables in inverse problems in DeepXDE?

  lululxvi/deepxde#1986 · Filter by author Mouhamedsaw opened on May 11, 2025
  1

• Inverse problem code from readthedocs cant run rightly

  lululxvi/deepxde#1979 · Filter by author hatrac opened on Apr 18, 2025
  1

• L-BFGS stops after 1 iteration after training with Adam optimizer

  lululxvi/deepxde#1977 · Filter by author Gureum-Yeoreum-Tori opened on Apr 14, 2025
  3

• Tensor size mismatch in Robin BC

  lululxvi/deepxde#1971 · Filter by author StuvX opened on Mar 27, 2025
  2

• How to solve nonhomogeneous-material‘s problem

  lululxvi/deepxde#1969 · Filter by author Howard-XDU-China opened on Mar 24, 2025
  1

• ModuleNotFoundError: No module named 'deepxde.nn.pytorch' 找不到nn文件夹下的pytorch文件

  lululxvi/deepxde#1965 · Filter by author Muxiang166 opened on Mar 18, 2025
  3

• DeepXDE and RANS

  lululxvi/deepxde#1964 · Filter by author gsof1 opened on Mar 18, 2025
  2

• Boundary Conditions for geometries defined by discrete points

  lululxvi/deepxde#1963 · Filter by author lm0bo opened on Mar 14, 2025
  9