Ready for version 3.3.0 #1673
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Ready for version 3.3.0 #1673
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[Feat] Add the 'ViZiRPlotter' class for plotter(Algorithm)
add the huzhang element space and a example for linear elastic
… example of solving the Helmholtz equation using PINN
feat(opt): Add three objective optimization
feat(ml): Add new features to the Helmholtz PDE
…ation to facilitate the demonstration section in the workshop manual. Significantly reduced the previous code volume of the dual-network training model, halved the training time, and improved the convergence performance.
…re deep learning method files can be added in parallel according to plan. These files encompass the core functionalities or algorithms of their respective methods. In the newly added PINN Python file, a residual class Residual is defined. An example of its usage in the training script is: residual = Residual('helmholtz_2d'), where the PDE model name is passed as an instantiation parameter. This allows for returning the corresponding residual function for different PDE models, achieving decoupling of methods and models from the user's perspective and offering excellent scalability.
Some minor modifications to the IMS app and code refactoring for the purpose of contributing to the workshop manual's demonstration examples.
feat(solver):add directsolvermanger
…ckend, integrating base classes for single objective and multi-objective optimization
…iformMesh3d, as well as the bug in the to_cupy_data function in direct.py
[Refactor] Multi objective optimization runs through the Torch backend
fix(bug): Fix the device mismatch and in-place operation issues in UniformMesh3d, as well as the bug in the to_cupy_data function in direct.py
[Feat, Fix] CFD and related content modification
fix(mesh): switch the parameter extent in mesh to saclar.
…mensional Nedelec, Rt, and BDM, and modify the corresponding examples.
…mensional Nedelec, Rt, and BDM, and modify the corresponding examples.
feat(solver):add bicg and bicgstab and iterativesolvermanger
[Feat] add DEPSO algorithm
… to read .mesh type data file
feat(TetrahedronMesh and TriangleMesh): add the `from_medit` function to read .mesh type data file
…): coasren data doesnt match;fix(integrator):fluid-dependent Integrator
[feat]new method netwon ossen and some problem ; [fix]: coasren data doesnt match ;[fix]:fluid_boundary_friction Integrator
[Feat] Add electromagnetics FDTD simulation method and test for cem module.
This reverts commit 7b06587.
[fix] pressorkintegrator import problem; [fix]cahnhiliaerd equation api
[Fix] Add the cart esian decoration to each PDE model (Model)
coo_matrix and csr_matrix cannot accept None as data. Add dtype parameter for COO/CSR.to_dense. Remove some duplicated codes.
Some minor fixes
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