LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
☆77Apr 21, 2026Updated 6 months ago
Alternatives and similar repositories for lagrangebench
Users that are interested in lagrangebench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆84Oct 29, 2025Updated last year
- Neural SPH☆48Nov 23, 2025Updated 11 months ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated 2 years ago
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆68May 7, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆120Dec 13, 2024Updated last year
- Code for the paper Universal Physics Transformers☆177Jul 2, 2025Updated last year
- Code repo for Fluid Graph Network☆27Jan 26, 2022Updated 4 years ago
- ☆17May 21, 2020Updated 6 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆27Jun 3, 2025Updated last year
- Spectral Neural Operator☆84Dec 20, 2023Updated 2 years ago
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆235Aug 13, 2024Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆151Sep 11, 2024Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆46Sep 30, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆55Sep 17, 2024Updated 2 years ago
- ☆314Sep 14, 2024Updated 2 years ago
- Implementation of various equivariant models in JAX☆18Apr 12, 2024Updated 2 years ago
- ALPACA: Adaptive Level-set PArallel Code☆25Mar 14, 2023Updated 3 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆58May 23, 2023Updated 3 years ago
- Graph Network Simulator☆241Mar 27, 2026Updated 7 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- ☆13May 21, 2025Updated last year
- [NeurIPS 2022] The implementation for the paper "Learning Physical Dynamics with Subequivariant Graph Neural Networks".☆42Nov 1, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆92Nov 4, 2024Updated last year
- [ICLR 2023] Factorized Fourier Neural Operators☆199Oct 13, 2023Updated 3 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆61Jun 10, 2024Updated 2 years ago
- ☆61Apr 20, 2026Updated 6 months ago
- Annotated implementations of equivariant (graph) neural networks in Jax: EGNN, SEGNN, NequIP.☆44Mar 1, 2025Updated last year
- E(3) Steerable Graph Neural Network☆128Feb 10, 2023Updated 3 years ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- A SPH based 2D fulid simulation including WCSPH and PCISPH implmented using taichi.☆17Jul 20, 2022Updated 4 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Training methodologies for autoregressive neural operators/emulators in JAX.☆15Jun 1, 2026Updated 4 months ago
- A minimal DEM simulation demo written in Taichi.☆30Jul 27, 2026Updated 3 months ago
- using taichi to create sph simulation☆49Jul 22, 2022Updated 4 years ago
- SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts☆16May 19, 2026Updated 5 months ago
- ☆14Oct 27, 2022Updated 4 years ago
- ☆188Jan 25, 2024Updated 2 years ago
- Official repository of the PICT Solver☆58Oct 20, 2026Updated last week