JWST Gas Morphology Classifier for Binary Evolution
PyTorch-based CNN pipeline for classifying gas structures around binary stars using simulated JWST observations, achieving 92% accuracy with physics-informed...
Posts by Category
- Machine Learning 2
- Data Science 1
- Statistical Analysis 1
- Production Systems 1
- Astrophysics 1
- Systems Research 1
- Infrastructure 1
Machine Learning
Astronomy Club Newsletter Automation
Fully automated communications pipeline with LLM-based news curation, weather forecasting, and event aggregation, designed for production reliability and ope...
Data Science
Renewable Energy ROI Analysis Across U.S. States
Large-scale data integration pipeline evaluating economic ROI of state-level renewable energy transitions, combining federal datasets with custom feasibility...
Statistical Analysis
Renewable Energy ROI Analysis Across U.S. States
Large-scale data integration pipeline evaluating economic ROI of state-level renewable energy transitions, combining federal datasets with custom feasibility...
Production Systems
Astronomy Club Newsletter Automation
Fully automated communications pipeline with LLM-based news curation, weather forecasting, and event aggregation, designed for production reliability and ope...
Astrophysics
JWST Gas Morphology Classifier for Binary Evolution
PyTorch-based CNN pipeline for classifying gas structures around binary stars using simulated JWST observations, achieving 92% accuracy with physics-informed...
Systems Research
OER Integration at UC San Diego
Institutional research and infrastructure planning for Open Educational Resource adoption, translating equity goals into actionable systems recommendations.
Infrastructure
OER Integration at UC San Diego
Institutional research and infrastructure planning for Open Educational Resource adoption, translating equity goals into actionable systems recommendations.