nec-research / CAPE-ML4Sci
☆10Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for CAPE-ML4Sci
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆33Updated 5 months ago
- ☆58Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆14Updated 2 weeks ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆22Updated this week
- Official implementation of Scalable Transformer for PDE surrogate modelling☆26Updated 7 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆32Updated 7 months ago
- ☆57Updated 2 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated 7 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆19Updated 8 months ago
- ☆17Updated last month
- Differential equation neural operator☆17Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆42Updated 5 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆63Updated 7 months ago
- ☆27Updated 5 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆20Updated last month
- ☆30Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆69Updated 3 weeks ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆52Updated 9 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆51Updated 3 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆13Updated 5 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆10Updated 2 months ago
- ☆39Updated 3 months ago
- ☆27Updated last year
- ☆48Updated 6 months ago
- ☆13Updated 5 months ago
- This is the implementation of the RecFNO.☆16Updated last year
- Spectral Neural Operator☆71Updated 10 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆23Updated 4 months ago
- Fourier Neural Operator☆10Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆16Updated 5 months ago