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physics.soc-ph2026
Hybrid epidemic simulation framework coupling equation-based and individual-based models
Jaeyoung Kwak, Michael H. Lees, Chin Chun Ooi +1
Mass gathering events like concerts, sports matches, and festivals bring many people into close contact within a short period, creating localized bursts of infection that can shape…
cs.CE2026★ 28 cited
FFV-PINN: A Fast Physics-Informed Neural Network with Simplified Finite Volume Discretization and Residual Correction
Chang Wei, Yuchen Fan, Jian Cheng Wong +3
Physics-informed neural networks (PINNs) have emerged as a major research focus. However, today's PINNs encounter several limitations. Firstly, during the construction of the loss…