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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M.-Y. Wu

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Open access Aug 2026

Observation-Aware Calibration of Agent-Based Epidemic Simulations from Public Aggregate Reports: A COVID-19 City-Report Benchmark Study

City reports record confirmation, recovery or discharge, and death by publication date; agent-based simulations track latent disease events. We calibrated Covasim through an observation layer that converts cumulative reports to daily increments and aligns them with simulation outputs. A two-parameter Optuna-TPE search...

M.-Y. Wu · 0 citations

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