This repository contains the machine learning projects completed for the class "Deep Learning in Scientific Computing" taught at ETH jointly by Siddhartha Mishra and Benjamin Moseley in Spring 2024. The description of the tasks can be found in the PDFs.
☆25Apr 7, 2024Updated 2 years ago
Alternatives and similar repositories for DLSC
Users that are interested in DLSC 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
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆23Jun 20, 2024Updated 2 years ago
- This repository provides a solution to the classic Traveling Salesman Problem (TSP) using a genetic algorithm. The genetic algorithm is a…☆10Jun 20, 2023Updated 3 years ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆407May 12, 2025Updated last year
- Implementation of a multi-rate control architecture based on MPC and CBF☆27Feb 20, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A mini-course about working with data in Equinor☆12Jul 5, 2023Updated 3 years ago
- Minimal Gaussian process library in JAX with a simple (custom) approach to state management.☆12Dec 20, 2023Updated 2 years ago
- ERT webviz plugins☆13Jul 2, 2026Updated 2 months ago
- fmu-tools is a library containing tools for pre- and post-processing in a Fast Model Update (FMU) context☆14Updated this week
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆104Oct 23, 2025Updated 11 months ago
- AI Agent and CLI for Code Translation and Software Development in Scientific Computing☆19Aug 26, 2026Updated 3 weeks ago
- ☆11Jan 7, 2025Updated last year
- Physics-informed neural networks☆16Nov 26, 2020Updated 5 years ago
- Code and lecture materials for the "Data Science for Physicists" short course held at the 2025 Joint March and April Meetings☆21Mar 31, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- FMU data standard and data export with rich metadata in the FMU context☆11Updated this week
- Node JS and Puppeteer Web Scraping☆10Jun 5, 2021Updated 5 years ago
- Performing parameter estimation on gravitational wave data with machine learning☆21May 4, 2026Updated 4 months ago
- Lecture material used in my 8 hour long PhD course on "Numerical Methods for Partial Differential Equations"☆16May 21, 2025Updated last year
- Semeio is a collection of forward model steps and workflow jobs used in ert (https://github.com/equinor/ert).☆11Updated this week
- ☆16Jan 19, 2024Updated 2 years ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆124Jul 23, 2024Updated 2 years ago
- physics-informed neural network and inverse physics-informed neural network☆17Jul 9, 2023Updated 3 years ago
- Evolution of data science, machine learning and artificial intelligence in Petroleum Engineering papers☆13Jan 14, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 微分方程数值解作业☆12Jan 15, 2023Updated 3 years ago
- Fast, differentiable, and GPU-accelerated simulation framework for modelling the dynamics of strings, membranes, and plates using modal m…☆14May 13, 2026Updated 4 months ago
- Numerical relativity surrogate waveform in Jax☆19Aug 14, 2025Updated last year
- Material for the GDS Virtual Tutorial Series☆19Nov 21, 2025Updated 10 months ago
- Companion site to the Programming Machine Learning book.☆20Jun 23, 2026Updated 3 months ago
- Safety-critical control for autonomous systems☆17Aug 10, 2023Updated 3 years ago
- Matlab Interface for Control Barrier Function (CBF) and Control Lyapunov Function (CLF) based control methods.☆16May 8, 2023Updated 3 years ago
- A LADSPA plugin for multiband compression, which uses Linkwitz-Riley filters for the frequency splits. This is an extension of my compre…☆12Jun 19, 2020Updated 6 years ago
- MeshGraphNets (MGN)☆73Nov 9, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation☆13Jan 24, 2024Updated 2 years ago
- ☆11Aug 30, 2023Updated 3 years ago
- Converts anki apkg file to csv☆13May 27, 2025Updated last year
- The PyGpPhs package is designed for utilizing Gaussian Process for port-Hamiltonian system.☆11May 6, 2024Updated 2 years ago
- A robot to automatically assemble coin cells☆18Jun 6, 2024Updated 2 years ago
- ☆57Jun 29, 2026Updated 2 months ago
- MAX/MSP implementation of Schroeder's reverb algorithm☆13Aug 23, 2017Updated 9 years ago