Wulx2050 / DeepXDE-and-PINN
DeepXDE and PINN
☆90Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepXDE-and-PINN
- Non-adaptive and residual-based adaptive sampling for PINNs☆58Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆107Updated 7 months ago
- PINN in solving Navier–Stokes equation☆80Updated 4 years ago
- physics-informed neural network for elastodynamics problem☆119Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆152Updated last year
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆124Updated 6 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆48Updated 3 years ago
- 一个简易的模块化物理信息神经网络实现(PINN)☆26Updated 2 months ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆15Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆55Updated 7 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆180Updated 3 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆14Updated 7 months ago
- Physics-informed neural network for solving fluid dynamics problems☆194Updated 3 years ago
- PINN program for computational mechanics☆85Updated 7 months ago
- ☆29Updated 2 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆46Updated 3 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆45Updated 5 months ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆27Updated 2 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆129Updated 4 years ago
- A place to share problems solved with SciANN☆250Updated last year
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆28Updated 2 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆54Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆125Updated 4 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆154Updated last year
- Implementation of PINNs in TensorFlow 2☆71Updated last year
- Basic implementation of physics-informed neural network with pytorch.☆44Updated 2 years ago
- ☆282Updated last year
- ☆10Updated 2 years ago
- DeepONet & FNO (with practical extensions)☆223Updated last year
- gPINN: Gradient-enhanced physics-informed neural networks☆78Updated 2 years ago