Current Model-Analysis Portfolio
Active mechanistic modeling, inference, and evaluation studies spanning dengue, COVID-19 observation noise, diphtheria vaccination, CCHF surveillance, and structural scores.
My current analysis portfolio connects mechanistic modeling, Bayesian inference, and decision-focused evaluation across several private working repositories:
- Dengue antibody-dependent enhancement: mechanistic transmission and Bayesian analysis of severity and secondary-infection effects
- Structural scores: outcome-independent diagnostics for whether scientific predictions preserve known dynamical structure
- COVID-19 observation noise: controlled experiments on how surveillance error propagates into inference and model assessment
- Diphtheria outbreak vaccination: operational modeling of outbreak response and vaccination strategies
- CCHF surveillance and control: cross-scale wildlife and livestock models for surveillance-design decisions
The repositories remain private while the analyses and manuscripts mature. Public artifacts will be linked here as they are released.