Alternatives and similar repositories for Physics-Informed-Neural-Networks-tutorial

Users that are interested in Physics-Informed-Neural-Networks-tutorial are comparing it to the libraries listed below

• madagra / basic-pinn
  Basic implementation of physics-informed neural networks for solving differential equations
  ☆97Updated last year
• caio-davi / PSO-PINN
  Physics-Informed Neural Networks Trained with Particle Swarm Optimization
  ☆26Updated 3 years ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆69Updated 4 months ago
• PredictiveIntelligenceLab / PINNsNTK
  ☆110Updated 4 years ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆77Updated 2 years ago
• Scien42 / NSFnet
  PINNs for 2D Incompressible Navier-Stokes Equation
  ☆58Updated last year
• AmeyaJagtap / Locally-Adaptive-Activation-Functions-Neural-Networks-
  Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…
  ☆43Updated 3 years ago
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆75Updated last year
• nguyenkhoa0209 / pinns_tutorial
  Tutorials for Physics-Informed Neural Networks
  ☆118Updated last year
• LivingMatterLab / xPINNs
  when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…
  ☆84Updated 3 years ago
• PML-UCF / pinn_ode_tutorial
  ☆130Updated 3 years ago
• paulpuren / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆32Updated 4 years ago
• amir-cardiolab / PINN-wss
  PINN for obtaining WSS from sparse data
  ☆73Updated last year
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆81Updated last month
• comp-physics / CPINN
  Competitive Physics Informed Networks
  ☆32Updated last year
• benmoseley / AISE-2024
  ETH Zürich AI in the Sciences and Engineering Master's course 2024
  ☆43Updated last year
• Jianxun-Wang / Physics-constrained-Bayesian-deep-learning
  Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data
  ☆50Updated 5 years ago
• imcs-compsim / pinns_for_comp_mech
  Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.
  ☆62Updated this week
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆76Updated 9 months ago
• rmojgani / LPINNs
  To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…
  ☆52Updated 3 years ago
• lu-group / gpinn
  Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems
  ☆107Updated 3 years ago
• ShuaiGuo16 / PI-DeepONet
  Implementing a physics-informed DeepONet from scratch
  ☆56Updated 2 years ago
• TheodoreWolf / pinns
  Playing around with Phyiscs-Informed Neural Networks
  ☆102Updated 7 months ago
• PredictiveIntelligenceLab / USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
  ☆118Updated 6 years ago
• isds-neu / PiSL
  A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.
  ☆27Updated 4 years ago
• AdityaLab / pinnsformer
  ☆196Updated last year
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆81Updated 2 years ago
• MarcusHA94 / structural-dynamics-pinns
  Research/development of physics-informed neural networks for dynamic systems
  ☆32Updated last year
• Event-AHU / PINN_Paper_List
  Paper List of Physics-Informed Neural Network (PINN)
  ☆53Updated last month
• AmeyaJagtap / XPINNs_TensorFlow-2
  XPINN code written in TensorFlow 2
  ☆28Updated 3 years ago