felix-lyx / prose
PROSE: Predicting Multiple Operators and Symbolic Expressions
☆18Updated 2 months ago
Alternatives and similar repositories for prose:
Users that are interested in prose are comparing it to the libraries listed below
- 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
- ☆25Updated 3 months ago
- ☆45Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆39Updated last year
- Differential equation neural operator☆20Updated last year
- ☆15Updated 7 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆80Updated last month
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆47Updated 7 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆55Updated last year
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated 10 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆15Updated 2 months ago
- ☆63Updated 4 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆30Updated 9 months ago
- ☆66Updated last year
- MIONet: Learning multiple-input operators via tensor product☆29Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆35Updated 9 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆28Updated 6 months ago
- ☆27Updated 5 months ago
- ☆27Updated 7 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆61Updated 9 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆44Updated last week
- DeepONet extrapolation☆25Updated last year
- ☆34Updated last year
- ☆16Updated 4 months ago
- ☆37Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆24Updated last month
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆55Updated 5 months ago
- ☆12Updated 11 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆23Updated last month