BenediktAlkin / upt-tutorialLinks
Resources for UPT tutorials
☆15Updated 10 months ago
Alternatives and similar repositories for upt-tutorial
Users that are interested in upt-tutorial are comparing it to the libraries listed below
Sorting:
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆74Updated 8 months ago
- ☆49Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- ☆90Updated last year
- ☆40Updated last year
- Code for the paper Universal Physics Transformers☆149Updated 7 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 8 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆51Updated 2 years ago
- ☆53Updated 6 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆106Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆97Updated 2 months ago
- ☆58Updated 2 years ago
- Geometric Neural Operators (GNPs) for machine learning tasks on point-cloud representations: curvature estimation, shape deformations, so…☆32Updated last month
- Repo to the paper "Message Passing Neural PDE Solvers"☆147Updated last year
- Spectral Neural Operator☆79Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆30Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆66Updated last year
- ☆25Updated 2 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆29Updated last year
- ☆86Updated 2 years ago
- ☆36Updated 7 months ago
- ☆13Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 11 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆22Updated 8 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆54Updated 5 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 10 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆72Updated 2 months ago