Alternatives and similar repositories for half-inverse-gradients

Users that are interested in half-inverse-gradients are comparing it to the libraries listed below

• holl- / PDE-Control
  Code for the ICLR 2020 paper "Learning to Control PDEs"
  ☆35Updated 5 years ago
• martenlienen / finite-element-networks
  Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…
  ☆69Updated last year
• DiffEqML / pde-dataset-generator
  A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
  ☆37Updated 4 years ago
• idealab-isu / DSA
  Differentiable Spline Approximations
  ☆13Updated 2 years ago
• brandstetter-johannes / LPSDA
  Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
  ☆53Updated 2 years ago
• honglin-c / INSR-PDE
  Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023
  ☆47Updated last year
• tum-pbs / DMCF
  Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)
  ☆59Updated last year
• dc3042 / CROM_offline_training
  ☆24Updated 2 years ago
• tum-pbs / Solver-in-the-Loop
  Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
  ☆166Updated 3 years ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆67Updated 10 months ago
• peterchencyc / CROM_online_deployment
  ☆15Updated 2 years ago
• snap-stanford / lamp
  [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
  ☆41Updated last year
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆39Updated 3 years ago
• CCSI-Toolset / MGN
  MeshGraphNets (MGN)
  ☆68Updated last year
• samholt / NeuralLaplace
  Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
  ☆81Updated 6 months ago
• tumaer / jax-sph
  JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework
  ☆75Updated this week
• karlotness / nn-benchmark
  An extensible benchmark suite to evaluate data-driven physical simulation
  ☆29Updated 3 years ago
• jhagnberger / vcnef
  Official PyTorch implementation of the Vectorized Conditional Neural Field.
  ☆16Updated last year
• pswpswpsw / paper-nif
  ☆39Updated 2 years ago
• tum-pbs / SMDP
  Solving Inverse Physics Problems with Score Matching
  ☆31Updated last year
• tum-pbs / LSIM
  LSiM is a learned metric to compute distance values for 2D data from numerical simulations
  ☆28Updated 2 years ago
• Rose-STL-Lab / Equivariant-Net
  ☆35Updated 2 years ago
• isl-org / DeepLagrangianFluids
  Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.
  ☆230Updated last year
• ltatzel / PyTorchHessianFree
  PyTorch implementation of the Hessian-free optimizer
  ☆36Updated last year
• boschresearch / multiplicative-filter-networks
  Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.
  ☆96Updated 4 years ago
• computational-imaging / GraphPDE
  ☆53Updated 3 years ago
• bizoffermark / neural_wos
  Neural Walk-on-Spheres
  ☆21Updated last year
• tumaer / neuralsph
  Neural SPH
  ☆37Updated last year
• wwMark / meshgraphnets
  Rewrite deepmind/meshgraphnets into pytorch
  ☆95Updated 3 years ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆38Updated 3 years ago