Textbook and Course Notes for ETHZ's ML4ME course

Intelligent Manufacturing & Materials Design (ICMD) Lab at Binghamton University

Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property c…

This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.

This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes functionalities for loading, filtering, and classifying bear…

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

Stable Diffusion web UI

Easy Docker setup for Stable Diffusion with user-friendly UI

A library for scientific machine learning and physics-informed learning

A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical metal metamaterials

Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applications

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

JAX/Flax implimentation of 'Attention Is All You Need' by Vaswani et al. (https://arxiv.org/abs/1706.03762)