computational-imaging / GraphPDE
☆45Updated 2 years ago
Alternatives and similar repositories for GraphPDE:
Users that are interested in GraphPDE are comparing it to the libraries listed below
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆39Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆18Updated 2 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆55Updated last year
- ICON for in-context operator learning☆44Updated last month
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆39Updated 7 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆38Updated 11 months ago
- ☆66Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆55Updated 5 months ago
- ☆34Updated 3 years ago
- ☆63Updated 4 months ago
- Spectral Neural Operator☆75Updated last year
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆66Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆24Updated last month
- ☆45Updated 5 months ago
- Practicum on Supervised Learning in Function Spaces☆32Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆61Updated 9 months ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆23Updated 11 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆59Updated 2 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆80Updated last month
- ☆27Updated 7 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆35Updated 9 months ago
- ☆29Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆126Updated 4 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆47Updated 7 months ago
- ☆37Updated 2 years ago
- ☆34Updated last year
- [ICLR 2023] Factorized Fourier Neural Operators☆149Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆30Updated 9 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆119Updated last month
- ☆119Updated last year