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Srinivasan Venkatramanan

2 accepted papers

2024

A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration

AAAI 2024technical

Large-scale population displacements arising from conflict-induced forced migration generate uncertainty and introduce several policy challenges. Addressing these concerns requires an interdisciplinary approach that integrates knowledge from both computational modeling and social sciences. We propos…

2023

Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts

AAAI 2023technical

Despite hundreds of methods published in the literature, forecasting epidemic dynamics remains challenging yet important. The challenges stem from multiple sources, including: the need for timely data, co-evolution of epidemic dynamics with behavioral and immunological adaptations, and the evolution…

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