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261 Open 548 Closed
261 Open 548 Closed
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Issues list

Boundary problem
#1959 opened Mar 6, 2025 by LQLH123
1
How to reasonably set the loss weight for three-dimensional heat transfer problems
#1958 opened Mar 1, 2025 by qup20
Issue with "data = dde.data.PDE" running speed and network architecture
#1957 opened Feb 28, 2025 by MagedBadawi
Adding trainable variable to PDEs
#1956 opened Feb 27, 2025 by LordPontiag
How to set dde.Variable() to positive during the training process?
#1955 opened Feb 27, 2025 by CharukaWick
Positive parameters
#1954 opened Feb 27, 2025 by CharukaWick
How to choose weights in PINNs? Is there anything implemented in DeepXDE in this direction?
#1953 opened Feb 26, 2025 by fperiago
How to add data loss to neural network?
#1952 opened Feb 25, 2025 by CharukaWick
区域是正方形的扩散方程的边界该怎么设置？
#1949 opened Feb 20, 2025 by guanzongben
General Guidelines for Scaling PDE Residuals and Weighting Hard Constraints in Augmented Lagrangian PINNs
#1947 opened Feb 15, 2025 by maxnleo
怎么表示这个边界条件呢：∂(Δu)/∂v = 0
#1945 opened Feb 9, 2025 by yogo64
I'm not sure how to fix the following error: Unsupported backend: numpy. Any explanation is highly appreciated!
#1944 opened Feb 5, 2025 by CharukaWick
3
Activation function for the trunk subnet in DeepONetStrategy
#1939 opened Jan 26, 2025 by vl-dud
Automatic differentiation
#1930 opened Jan 12, 2025 by mohsenkarkheiran
1
Example for Solving PDE in Spherical Domain on Surface
#1929 opened Jan 9, 2025 by Ravindrakapse
1
MIONet for pytorch backend
#1926 opened Dec 29, 2024 by voloddia
2
How to cumstomize the sample method?
#1924 opened Dec 21, 2024 by redcican
Multiple hard constraints problem setups
#1909 opened Dec 6, 2024 by lihangshiwo
Bug in ide.py when handling a list of losses
#1907 opened Dec 5, 2024 by isaingit
2
how to use multiple GPUs without horovod
#1906 opened Dec 5, 2024 by flashal1
10
Can Deepxde handle inputs in the form of x, y, z, t, U, I?
#1899 opened Nov 29, 2024 by Gracealexx
4
How to save intermediate callback variables in inverse analysis?
#1892 opened Nov 27, 2024 by wangxi0706
1
Network not learning the ODE in inverse problem
#1883 opened Nov 13, 2024 by isaingit
Encode symmetric condition onto the governing equation
#1875 opened Nov 5, 2024 by Xupeng-Sui
about domain decomposition
#1872 opened Nov 1, 2024 by youshijiuli
1
ProTip! Exclude everything labeled bug with -label:bug.