Case Studies
Real-world examples of SciAgent reproducing scientific research from peer-reviewed publications.
Overview
Each study includes the prompt given to SciAgent, the workflow it followed (paper analysis → setup → run → validation), the artifacts produced, and a numerical comparison against the published values.
Available Studies
| Study | Domain | Stack |
|---|---|---|
| AR Waveguide Metasurface | Photonics / RCWA | S4 (Stanford RCWA) |
| BRCA1 Fitness-Structure Analysis | Bioinformatics | BioPython, SciPy |
| Datacenter Temperature with OpenFOAM | CFD / OpenFOAM | OpenFOAM v2012, SkyPilot |
| Digital IC Synthesis | EDA (coming soon) | OpenROAD |