Stars
Geothermal Cloud for Machine Learning
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
A Python-based software tool designed to integrate non-rectilinear, periodic microstructures generated by Neper software into simulations that require periodic microstructures with periodic boundar…
FEniCSx-based topology optimization supporting parallel computing
Alamo: Explicit and implicit solvers for solid mechanics with AMR
A C++ implementation of the incompressible reference map technique
Open-source MOOSE application "Ferret" for parallel mesoscale simulations of ferroic and related electronic materials
Multi-physics Optimization Research and Innovation System
A MOOSE app for structural dynamics, seismic analysis, and risk assessment.
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works…
Production-grade engineering skills for AI coding agents.
Skills for Real Engineers. Straight from my .agents directory.
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
A skill for managing Zotero references programmatically — search, add, classify, annotate, and organize literature.
Netgen/NGSolve is a high performance multiphysics finite element software. It is widely used to analyze models from solid mechanics, fluid dynamics and electromagnetics. Due to its flexible Python…
A curated list of repositories related to fluid dynamics.
Scalable open-source codebase for developing spatiotemporal foundation models for multiscale multiphysics systems