Alternatives and similar repositories for dl-surrogates

Users that are interested in dl-surrogates are comparing it to the libraries listed below

• b-fg / SANSpy
  Spanwise-averaged Navier–Stokes modelling through convolutional neural network
  ☆14Updated last year
• LLNL / pylibROM
  Python interface for libROM, library for reduced order models
  ☆61Updated this week
• weymouth / DataDrivenGMG.jl
  Data-driven Geometric Multi-Grid solver for the discrete Poisson equation
  ☆40Updated 3 years ago
• caidao22 / pnode
  A Python library for training neural ODEs.
  ☆25Updated 6 months ago
• dolfin-adjoint / pyadjoint
  The algorithmic differentation tool pyadjoint and add-ons.
  ☆104Updated 2 weeks ago
• weymouth / NumericalPython
  A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.
  ☆34Updated 4 years ago
• rocketmlhq / sciml
  Scientific Machine Learning Tutorials
  ☆39Updated 3 years ago
• fireshape / fireshape
  A shape optimisation toolbox built on the Firedrake finite element library.
  ☆28Updated 2 weeks ago
• fem-on-colab / fem-on-colab
  ☆57Updated last week
• Wallace-dyfq / CFD-Julia-12-steps--o-Navier-Stokes-Equations
  This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia
  ☆40Updated 8 years ago
• omersan / CFD_Julia_MAE5093
  ☆30Updated 5 years ago
• kailaix / AdFem.jl
  Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
  ☆85Updated 4 years ago
• ischerl / RPCA-PIV
  ☆51Updated 2 years ago
• weymouth / MarineHydro
  Marine Hydrodynamics
  ☆32Updated 3 years ago
• barkm / torch-fenics
  PyTorch-FEniCS interface
  ☆101Updated 4 years ago
• ahojukka5 / gmshparser
  gmshparser is a lightweight, 100 % tested and well documented package that aims to reliably parse the Gmsh ascii file format (.msh). The …
  ☆28Updated 4 years ago
• meshpro / pyfvm
  Finite volume discretization tools for Python.
  ☆64Updated last year
• nw2190 / ConvPDE
  Convolutional Solvers for Partial Differential Equations
  ☆28Updated 5 years ago
• LLNL / gLaSDI
  ☆30Updated last year
• remcovandermeer / Optimally-Weighted-PINNs
  ☆42Updated 5 years ago
• tlm-adjoint / tlm_adjoint
  A library for high-level algorithmic differentiation
  ☆19Updated last week
• LLNL / GPLaSDI
  Gaussian process-based interpretable latent space dynamics identification through deep autoencoder
  ☆34Updated last week
• gridapapps / GridapFSI.jl
  Gridap drivers for fluid-structure interaction applications
  ☆27Updated 3 years ago
• ketch / PseudoSpectralPython
  A short course in pseudospectral collocation methods for wave equations, with implementations in Python.
  ☆56Updated 3 months ago
• Willcox-Research-Group / rom-operator-inference-Python3
  Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
  ☆73Updated last month
• Ceyron / Tsunamis.jl
  🌊 🌊 🌊 Parallel Shallow Water Equations Solver by Finite Volume Method and HLLE Riemann Solver in Julia.
  ☆20Updated 3 years ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆38Updated 2 years ago
• jerabaul29 / guidelines_writing_papers
  my personal guidelines writing papers and managing the publication cycle - things that come up again and again
  ☆18Updated 3 months ago
• IvanYashchuk / jax-fenics
  Differentiable interface to FEniCS for JAX
  ☆57Updated 4 years ago
• henrystoldt / FvCFD.jl
  Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia
  ☆47Updated 4 years ago