Alternatives and similar repositories for torchfsm

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

• tum-pbs / apebench
  [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…
  ☆76Updated last month
• tumaer / jax-sph
  JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework
  ☆69Updated 5 months ago
• ml-jku / UPT
  Code for the paper Universal Physics Transformers
  ☆118Updated 2 weeks ago
• qiauil / ConvDO
  Convolutional Differential Operators for Physics-based Deep Learning Study
  ☆25Updated 11 months ago
• tumaer / lagrangebench
  LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
  ☆63Updated 6 months ago
• jhagnberger / vcnef
  Official PyTorch implementation of the Vectorized Conditional Neural Field.
  ☆15Updated 11 months ago
• brandstetter-johannes / LPSDA
  Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"
  ☆52Updated 2 years ago
• tum-pbs / PhiML
  Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy
  ☆90Updated last week
• 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
• JAX-DIPS / JAX-DIPS
  JAX-DIPS is a differentiable interfacial PDE solver.
  ☆44Updated 10 months ago
• Ceyron / exponax
  Efficient Differentiable n-d PDE solvers in JAX.
  ☆45Updated 8 months ago
• amazon-science / probconserv
  Datasets and code for results presented in the ProbConserv paper
  ☆53Updated last year
• camlab-ethz / poseidon
  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
  ☆145Updated 3 months ago
• VLSF / SNO
  Spectral Neural Operator
  ☆79Updated last year
• dmusekamp / al4pde
  AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers
  ☆26Updated last month
• PolymathicAI / multiple_physics_pretraining
  Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
  ☆164Updated 7 months ago
• neuraloperator / CoDA-NO
  Codomain attention neural operator for single to multi-physics PDE adaptation.
  ☆60Updated last month
• ucl-bug / jaxdf
  A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
  ☆128Updated 9 months ago
• pdearena / pdearena
  ☆264Updated 10 months ago
• astanziola / fourier-neural-operator-flax
  An unofficial implementation of the Fourier Neural Operator in Flax
  ☆17Updated last year
• tum-pbs / SMDP
  Solving Inverse Physics Problems with Score Matching
  ☆28Updated last year
• dynamicslab / hydrogym
  An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
  ☆75Updated 3 weeks ago
• srigas / jaxKAN
  Kolmogorov-Arnold Networks built on JAX
  ☆82Updated 3 months ago
• tum-pbs / ConFIG
  [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method
  ☆69Updated last month
• tum-pbs / Diffusion-based-Flow-Prediction
  Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…
  ☆69Updated 8 months ago
• Rose-STL-Lab / Equivariant-Net
  ☆35Updated last year
• jpzxshi / sympnets
  ☆28Updated 4 years ago
• ml-jku / GINNs-Geometry-informed-Neural-Networks
  ☆171Updated 3 weeks ago
• jkneifl / VENI-VINDy-VICI
  An interpretable data-driven framework for building generative reduced order models with embedded uncertainty quantification
  ☆33Updated 4 months ago
• yzshi5 / OpFlow
  codes for "Universal Functional Regression with Neural Operator Flows"
  ☆16Updated 3 weeks ago