This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.
☆408May 12, 2025Updated last year
Alternatives and similar repositories for AI_Science_Engineering
Users that are interested in AI_Science_Engineering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆228Jul 27, 2024Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆234Nov 24, 2025Updated 10 months ago
- ETH Zürich AI in the Sciences and Engineering Master's course 2024☆54Jul 24, 2024Updated 2 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆199Apr 10, 2025Updated last year
- ☆13Dec 19, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Applications of PINOs☆150Oct 10, 2022Updated 4 years ago
- ☆1,126Sep 13, 2026Updated last month
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆358Apr 16, 2026Updated 6 months ago
- This repository contains the machine learning projects completed for the class "Deep Learning in Scientific Computing" taught at ETH join…☆25Apr 7, 2024Updated 2 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆423Feb 26, 2026Updated 7 months ago
- ☆556Apr 1, 2025Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆577May 29, 2026Updated 4 months ago
- Learning in infinite dimension with neural operators.☆3,961Updated this week
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,214Mar 30, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆97Sep 2, 2024Updated 2 years ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆124Jul 23, 2024Updated 2 years ago
- The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion☆28Jul 30, 2024Updated 2 years ago
- Spectral Neural Operator☆84Dec 20, 2023Updated 2 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24May 13, 2024Updated 2 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆20Jul 25, 2024Updated 2 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆199Oct 13, 2023Updated 3 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 4 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆58Mar 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆48Apr 16, 2025Updated last year
- ☆59Dec 11, 2024Updated last year
- About code release of "Geometry-Aware Operator Transformer: A Generalizable Framework for PDE Solution Operators"☆29Dec 8, 2025Updated 10 months ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆105Oct 23, 2025Updated 11 months ago
- ☆96Jul 18, 2023Updated 3 years ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆179Sep 6, 2024Updated 2 years ago
- ☆448Nov 14, 2025Updated 11 months ago
- Code for the paper Universal Physics Transformers☆173Jul 2, 2025Updated last year
- A Library for Advanced Neural PDE Solvers.☆346Mar 10, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆3,360Updated this week
- ☆431Dec 3, 2022Updated 3 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆61Jun 10, 2024Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆42Jun 21, 2024Updated 2 years ago
- Physics-Informed Neural networks for Advanced modeling☆798Updated this week
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆399Jul 14, 2023Updated 3 years ago
- ☆75Oct 5, 2026Updated last week