Code for the paper Universal Physics Transformers
☆163Jul 2, 2025Updated 10 months ago
Alternatives and similar repositories for UPT
Users that are interested in UPT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural SPH☆45Nov 23, 2025Updated 6 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Jun 3, 2025Updated 11 months ago
- Resources for UPT tutorials☆16Apr 7, 2025Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆101May 11, 2026Updated 2 weeks ago
- ☆304Sep 14, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆342Feb 26, 2026Updated 2 months ago
- ☆73Feb 16, 2026Updated 3 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆56Jun 10, 2024Updated last year
- ☆57Jul 21, 2025Updated 10 months ago
- ☆89Jul 18, 2023Updated 2 years ago
- Spectral Neural Operator☆84Dec 20, 2023Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆114Dec 13, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆70Jun 10, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆58May 23, 2023Updated 3 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆72Apr 21, 2026Updated last month
- Repo to the paper "Message Passing Neural PDE Solvers"☆147Sep 11, 2024Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆57Mar 23, 2024Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆81Nov 21, 2025Updated 6 months ago
- ☆42Jul 22, 2024Updated last year
- ☆180Jan 25, 2024Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆93Oct 23, 2025Updated 7 months ago
- ☆14Aug 22, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- ☆64Jul 10, 2023Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆54May 31, 2023Updated 2 years ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,139Mar 30, 2026Updated last month
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆184Apr 10, 2025Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆219Nov 24, 2025Updated 6 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆331Apr 16, 2026Updated last month
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems [ICML'25]☆117Oct 11, 2025Updated 7 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆19Apr 5, 2024Updated 2 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆194Oct 13, 2023Updated 2 years ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆80Jun 5, 2025Updated 11 months ago
- Real-time Simulation of Industrial Particulate Flows☆27Aug 12, 2025Updated 9 months ago
- Here you find the Spectral Operator Learning Under construcTION☆20May 8, 2024Updated 2 years ago
- ☆72Dec 25, 2025Updated 5 months ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆168Apr 29, 2025Updated last year