Alternatives and similar repositories for SA-PINNs

Users that are interested in SA-PINNs are comparing it to the libraries listed below

• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆212Updated 3 years ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆148Updated 4 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆166Updated last year
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆229Updated 4 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆353Updated 2 years ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆150Updated last year
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆197Updated 2 years ago
• alexpapados / Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
  Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…
  ☆178Updated 2 years ago
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆312Updated 11 months ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆148Updated last year
• lu-group / deeponet-fno
  DeepONet & FNO (with practical extensions)
  ☆306Updated last year
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆310Updated 2 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆143Updated 3 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆175Updated 4 years ago
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆281Updated last year
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆78Updated last year
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆104Updated 2 years ago
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆142Updated 3 years ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆259Updated last year
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆105Updated 5 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆126Updated last year
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆144Updated 5 months ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆325Updated 10 months ago
• PredictiveIntelligenceLab / jaxpi
  ☆313Updated 2 months ago
• AdityaLab / pinnsformer
  ☆134Updated 8 months ago
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆79Updated 2 years ago
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆136Updated 3 years ago
• yizheng-wang / Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN
  This is the code of my master thesis.
  ☆129Updated 2 months ago
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆114Updated 3 years ago
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆70Updated 10 months ago