Alternatives and similar repositories for sciann-applications:

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

• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆333Updated last year
• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆132Updated 3 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆154Updated 4 years ago
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆219Updated 4 years ago
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆296Updated 2 years ago
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆181Updated 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…
  ☆169Updated 2 years ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆256Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆212Updated 3 years ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆135Updated 4 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆194Updated 3 years ago
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆323Updated 2 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆365Updated 3 months ago
• lu-group / deeponet-fno
  DeepONet & FNO (with practical extensions)
  ☆272Updated last year
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆75Updated last year
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆294Updated 8 months ago
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆102Updated 2 years ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆146Updated 10 months ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆130Updated 2 years ago
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆93Updated 4 years ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆132Updated 11 months ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆157Updated last year
• JinshuaiBai / PINN_Comp_Mech
  PINN program for computational mechanics
  ☆106Updated 11 months ago
• maziarraissi / HFM
  Hidden Fluid Mechanics
  ☆317Updated 2 years ago
• lu-group / gpinn
  gPINN: Gradient-enhanced physics-informed neural networks
  ☆84Updated 2 years ago
• benmoseley / DLSC-2023
  ETH Zürich Deep Learning in Scientific Computing Master's course 2023
  ☆107Updated 7 months ago
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆65Updated 2 years ago
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆133Updated 2 months ago
• PML-UCF / pinn_ode_tutorial
  ☆122Updated 2 years ago
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆88Updated 2 years ago