camlab-ethz / ConvolutionalNeuralOperatorLinks
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
☆204Updated last month
Alternatives and similar repositories for ConvolutionalNeuralOperator
Users that are interested in ConvolutionalNeuralOperator are comparing it to the libraries listed below
Sorting:
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆168Updated 9 months ago
- Applications of PINOs☆143Updated 3 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆147Updated 4 years ago
- ☆89Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated last month
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆102Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆300Updated 7 months ago
- Spectral Neural Operator☆79Updated 2 years ago
- ☆197Updated last year
- ☆59Updated 2 years ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆74Updated 7 months ago
- ☆87Updated 2 years ago
- ☆284Updated last year
- ☆67Updated 4 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆95Updated 2 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 3 months ago
- ☆41Updated 2 years ago
- ☆238Updated 4 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆142Updated last year
- ☆40Updated last year
- ☆195Updated last year
- ☆110Updated 4 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆185Updated 2 years ago
- ☆65Updated 9 months ago
- ☆117Updated 11 months ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆162Updated last year
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆348Updated 2 years ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆321Updated 8 months ago
- ☆24Updated last year