Alternatives and similar repositories for PhyLSTM:

Users that are interested in PhyLSTM are comparing it to the libraries listed below

• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆64Updated 2 years ago
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆105Updated 2 years ago
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆68Updated 2 years ago
• zhry10 / PhyCNN
  Physics-guided Convolutional Neural Network
  ☆66Updated 4 years ago
• saniaki / sequential_PINN
  Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems
  ☆53Updated 4 years ago
• amir-cardiolab / PINN-examples
  Examples implementing physics-informed neural networks (PINN) in Pytorch
  ☆64Updated 3 years ago
• obok13 / B-PINNs
  Pytorch implementation of Bayesian physics-informed neural networks
  ☆56Updated 3 years ago
• ZzYyPp47 / pinn
  一个简易的模块化物理信息神经网络实现(PINN)
  ☆34Updated 7 months ago
• Shengfeng233 / PINN-for-turbulence
  A pytorch implementation of several approaches using PINN to slove turbulent flow
  ☆69Updated 11 months ago
• xzk8559 / RecursiveLSTM
  Recursive long short-term memory network for predicting nonlinear structural seismic response
  ☆17Updated 3 years ago
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆47Updated 2 years ago
• hsbhc / AMAW-PINN
  Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting
  ☆30Updated last year
• imcs-compsim / pinns_for_comp_mech
  Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.
  ☆36Updated this week
• MinglangYin / PyTorchTutorial
  Examplary code for NN, MFNN, DynNet, PINNs and CNN
  ☆49Updated 3 years ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆147Updated 10 months ago
• liuxu97531 / PINN_TFI-HSS
  The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks
  ☆32Updated 2 years ago
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆95Updated 4 years ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆49Updated 5 months ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆135Updated 11 months ago
• PML-UCF / pinn_ode_tutorial
  ☆122Updated 2 years ago
• itsjacobhere / PINN
  Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations
  ☆16Updated 2 years ago
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆133Updated 3 years ago
• cwq2016 / POD-PINN
  POD-PINN code and manuscript
  ☆50Updated 4 months ago
• ZzYyPp47 / Solving_Allen-Cahn_with_Adaptive_PINN
  复现CICP论文提出的几种改进PINN性能的方法
  ☆19Updated last year
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆76Updated last year
• JinshuaiBai / PINN_Comp_Mech
  PINN program for computational mechanics
  ☆106Updated last year
• MarcusHA94 / structural-dynamics-pinns
  Research/development of physics-informed neural networks for dynamic systems
  ☆19Updated 4 months ago
• JinshuaiBai / LSWR_loss_function_PINN
  A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics
  ☆55Updated 10 months ago
• tianshao1992 / PINNs_Cylinder
  ☆38Updated 2 years ago
• AdityaLab / pinnsformer
  ☆119Updated 5 months ago