Predictive Science Laboratory

Reproducible sandboxed drawing-to-CAD experiment adapted from Deng et al. (2024), with frozen scoring and one GPT-6.1 Sol trial.

ME 539 - Introduction to Scientific Machine Learning

Autoresearch for Mechanical Engineering Design: Passive Fluidic Diode Discovery in JAX

ME 697 - Advanced Scientific Machine Learning

Dynamical systems, filtering, smoothing, and identification in Jax

TBD

This repo reproduces the synthetic 4R3C example from the Entropy Switch for Bayesian Thermal Network Discovery journal paper.

Release bundle accompanying the paper-replication manuscript

The simplest coding agent as a Jupyter notebook.

An example of a worker-critic agentic workflow