Selected Research & Modeling Projects
Representation Learning & Neural Systems
Modular contrastive learning frameworks for high-dimensional neural signals, focusing on representation geometry, robustness and cross-condition generalization.
Systemic Risk & Regime Modeling
Probabilistic modeling of financial instability, regime shifts and tail risk under structural uncertainty.
Causal & Institutional Systems
Quasi-experimental and structural approaches to institutional dynamics, conflict escalation and geopolitical systems.