yiwang89 / lululxvi-deepxdeLinks
☆11Updated 5 years ago
Alternatives and similar repositories for lululxvi-deepxde
Users that are interested in lululxvi-deepxde are comparing it to the libraries listed below
Sorting:
- Tutorials on deep learning, Python, and dissipative particle dynamics☆191Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆78Updated 2 years ago
- ☆50Updated 5 months ago
- PINN program for computational mechanics☆112Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆18Updated 2 years ago
- gPINN: Gradient-enhanced physics-informed neural networks☆91Updated 3 years ago
- Basic implementation of physics-informed neural network with pytorch.☆69Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆70Updated 2 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆31Updated 3 years ago
- ☆11Updated 3 years ago
- Code for "Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions"☆16Updated 2 years ago
- PINN in solving Navier–Stokes equation☆102Updated 5 years ago
- Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and imp…☆44Updated 6 years ago
- ☆141Updated 2 years ago
- Reproduce the first two numerical experiments(Pytorch)☆26Updated 4 years ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆19Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆140Updated 3 years ago
- Physics-informed neural networks for two-phase flow problems☆61Updated last month
- Non-adaptive and residual-based adaptive sampling for PINNs☆78Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆72Updated last year
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆49Updated 3 years ago
- ☆39Updated 2 years ago
- Deep learning library for solving differential equations on top of PyTorch.☆61Updated 4 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆177Updated 2 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆20Updated last year
- DeepXDE and PINN☆112Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆146Updated last year
- A place to share problems solved with SciANN☆278Updated last year