Alternatives and similar repositories for sciann

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

• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆290Updated last year
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆212Updated 2 years ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆250Updated 3 years ago
• idrl-lab / idrlnet
  IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
  ☆236Updated 11 months ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆262Updated last year
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆224Updated 3 years ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆150Updated 5 years ago
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆325Updated 3 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆454Updated 3 months ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆189Updated 5 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…
  ☆188Updated 2 years ago
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆243Updated 4 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆177Updated last year
• a1k12 / characterizing-pinns-failure-modes
  Characterizing possible failure modes in physics-informed neural networks.
  ☆142Updated 3 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆364Updated 2 years ago
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆146Updated 3 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆151Updated 3 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆142Updated last year
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆330Updated last year
• maziarraissi / HFM
  Hidden Fluid Mechanics
  ☆336Updated 2 years ago
• PML-UCF / pinn_ode_tutorial
  ☆131Updated 3 years ago
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆159Updated last month
• PredictiveIntelligenceLab / jaxpi
  ☆356Updated 2 weeks ago
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆113Updated 5 years ago
• ComputationalDomain / PINNs
  ☆193Updated 2 years ago
• PredictiveIntelligenceLab / PINNsNTK
  ☆98Updated 3 years ago
• isds-neu / EQDiscovery
  Physics-informed learning of governing equations from scarce data
  ☆152Updated 2 years ago
• lululxvi / hpinn
  hPINN: Physics-informed neural networks with hard constraints
  ☆144Updated 3 years ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆117Updated 2 years ago
• mathLab / PINA
  Physics-Informed Neural networks for Advanced modeling
  ☆573Updated last week