Alternatives and similar repositories for PAR-RL:

Users that are interested in PAR-RL are comparing it to the libraries listed below

• atzberg / gmls-nets
  PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…
  ☆26Updated last year
• rmojgani / PhysicsAwareAE
  The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…
  ☆19Updated 2 years ago
• IvanYashchuk / jax-fenics
  Differentiable interface to FEniCS for JAX
  ☆53Updated 3 years ago
• akaptano / POD-Galerkin_MHD
  This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…
  ☆19Updated 3 years ago
• brekmeuris / DrMZ.jl
  Deep renormalized Mori-Zwanzig (DrMZ) Julia package.
  ☆14Updated last year
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆35Updated 2 years ago
• rocketmlhq / sciml
  Scientific Machine Learning Tutorials
  ☆36Updated 3 years ago
• DENG-MIT / StiffNeuralODE
  Stiff Neural Ordinary Differential Equations
  ☆32Updated last year
• Romit-Maulik / Practice
  Random snippets of code I've developed over the years (generally when bored)
  ☆12Updated last year
• MagriLab / KolSol
  Pseudospectral Kolmogorov Flow Solver
  ☆37Updated last year
• maziarraissi / DeepTurbulence
  Deep Learning of Turbulent Scalar Mixing
  ☆17Updated 5 years ago
• weymouth / NumericalPython
  A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.
  ☆32Updated 4 years ago
• KTH-FlowAI / DeepReinforcementLearning_RayleighBenard2D_Control
  Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.
  ☆17Updated last year
• elizqian / operator-inference
  ☆10Updated last year
• nw2190 / ConvPDE
  Convolutional Solvers for Partial Differential Equations
  ☆28Updated 4 years ago
• nickmcgreivy / WeakBaselinesMLPDE
  ☆23Updated 8 months ago
• tum-pbs / dl-surrogates
  ☆31Updated 2 years ago
• caidao22 / pnode
  A Python library for training neural ODEs.
  ☆20Updated last month
• tum-pbs / unrolling
  ☆16Updated 2 months ago
• alsvinn / alsvinn
  The fast Finite Volume simulator with UQ support.
  ☆26Updated last month
• JAX-DIPS / JAX-DIPS
  JAX-DIPS is a differentiable interfacial PDE solver.
  ☆41Updated 6 months ago
• pmmilani / tbnns
  Tensor Basis Neural Network for Scalar Mixing
  ☆10Updated last year
• panchgonzalez / nmor
  Deep learning framework for model reduction of dynamical systems
  ☆21Updated 4 years ago
• yufeiwang63 / L2D-learning-to-discretize
  source code of learning to discretize solving 1d scalar conservation laws via deep reinforcement learning
  ☆15Updated 4 years ago
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆67Updated 4 years ago
• tomoleary / dino
  Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning
  ☆17Updated last year
• ketch / PseudoSpectralPython
  A short course in pseudospectral collocation methods for wave equations, with implementations in Python.
  ☆51Updated 2 years ago
• quercushernandez / StructurePreservingNN
  Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
  ☆19Updated last year
• tianjuxue / AmorFEA
  ☆12Updated 3 years ago