We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.
☆43May 29, 2025Updated last year
Alternatives and similar repositories for multiphysics-bench
Users that are interested in multiphysics-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TPAMI] The official implementation of our paper "Improved and Accelerated Text-to-Image Generation with Collect, Reflect, and Refine".☆30Mar 8, 2026Updated 4 months ago
- [ICLR2025] IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis☆39Feb 17, 2025Updated last year
- [ICLR2026] The official code of "Weak-to-Strong Diffusion with Reflection".☆58Jan 28, 2026Updated 5 months ago
- Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer☆16Nov 21, 2024Updated last year
- Official codebase for "Score-based Diffusion Models in Function Space"☆20Jan 23, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflectio…☆103May 20, 2026Updated 2 months ago
- ☆17Feb 28, 2026Updated 4 months ago
- ☆18Aug 17, 2024Updated last year
- [ICML 2026] The official code for our work "LIVEditor-14B: Lightning Unified Video Editor via In-Context Sparse Attention".☆37May 15, 2026Updated 2 months ago
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆13Apr 11, 2024Updated 2 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 2 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆26Apr 1, 2026Updated 3 months ago
- ☆39Jul 9, 2025Updated last year
- Codebase for "HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions"☆17Oct 19, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆17Dec 31, 2023Updated 2 years ago
- Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"☆17Jun 27, 2025Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆34May 30, 2025Updated last year
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆173Apr 29, 2025Updated last year
- One-shot learning for solution operators of partial differential equations☆30Nov 20, 2025Updated 8 months ago
- Allen-Cahn Equation☆16Feb 20, 2023Updated 3 years ago
- ☆29Jun 12, 2025Updated last year
- Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers☆34Jul 1, 2026Updated 3 weeks ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 3 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.
- ☆49Dec 7, 2022Updated 3 years ago
- ☆12May 3, 2023Updated 3 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆386Feb 26, 2026Updated 4 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆191Apr 10, 2025Updated last year
- ☆14Feb 27, 2024Updated 2 years ago
- [ACM Computing Surveys] The collection of awesome papers on alignment of diffusion models.☆431Feb 6, 2026Updated 5 months ago
- Code for reproducing the paper "GenCP: Towards Generative Modeling Paradigm of Coupled physics" (ICLR 2026: https://arxiv.org/abs/2601.19…☆20Apr 11, 2026Updated 3 months ago
- ☆15Mar 6, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated 2 years ago
- ☆26Sep 1, 2025Updated 10 months ago
- Implementations of three neural operators and application in Bayesian inference problems☆18Jul 5, 2026Updated 2 weeks ago
- Spectral / Galerkin / PINNs experimentation toolkit built on top of JAX for fast differentiable ODE / PDE prototyping, variational forms,…☆20Jun 24, 2026Updated last month
- Pseudospectral Kolmogorov Flow Solver☆43Oct 24, 2023Updated 2 years ago
- [KDD 2025] Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries☆24Feb 17, 2025Updated last year
- The data and codes for "PDEGPT: Learning from Math handbooks for Partial Differential Equation Discovery"☆25Apr 23, 2026Updated 3 months ago