Projects
Selected projects emphasize reproducibility, simulation, data pipelines, and engineering use—not generic application development.
Research software around APSIM for simulation configuration, experiment planning, execution, qualification, provenance, and evidence-supported analysis. The design focuses on retaining model validity and traceability while reducing manual workflow overhead.
End-to-end research workflow connecting captured indoor geometry, reconstruction and cleanup, CFD meshing, airflow solution, and contaminant transport for real classroom environments.
A physics-simulation vision transformer trained on simulation data and evaluated against general-purpose vision foundation models for classification, temporal forecasting, and physics clustering.
Mobile-image and pose data, LiDAR ground truth, and evaluation workflows for plant geometry reconstruction with Neural Radiance Fields. The work supports the 2024 Plant Phenomics publication.
Lightweight distribution-grid scenario screening for load, solar, and hosting-capacity what-if analysis with support for uploaded feeder data and transparent reasoning.
Research-grade pipeline for building a merged panel dataset to study heat-wave and wildfire-smoke interactions with U.S. electricity-grid reliability, including quality-assurance outputs.