mikemccabe210 / stabilizing_neural_operators
☆14Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for stabilizing_neural_operators
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆10Updated 2 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆36Updated last year
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆20Updated last month
- ☆36Updated 2 months ago
- Spectral Neural Operator☆73Updated 11 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆22Updated last week
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆15Updated 3 years ago
- ☆10Updated 3 months ago
- ☆33Updated 3 years ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 6 months ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆28Updated 7 months ago
- Try to approximate the solution of Fokker-Planck equation☆9Updated last year
- Differential equation neural operator☆17Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆13Updated 6 months ago
- ☆14Updated 2 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆14Updated 3 weeks ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆52Updated 10 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆35Updated 5 months ago
- ☆14Updated 3 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆16Updated 5 months ago
- ☆19Updated 4 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆20Updated 9 months ago
- ☆31Updated last year
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆13Updated 8 months ago
- ☆19Updated last month
- This is the implementation of the RecFNO.☆16Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆59Updated 7 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆71Updated last month