Physics-Informed Neural Networks for Optimal Vaccination Plan in SIR Epidemic Models

27 February 2025

Papers citing "Physics-Informed Neural Networks for Optimal Vaccination Plan in SIR Epidemic Models"

5 / 5 papers shown

Title
Hamilton-Jacobi Based Policy-Iteration via Deep Operator Learning Jae Yong Lee Yeoneung Kim 33 3 0 16 Jun 2024
Physics-informed neural networks (PINNs) for fluid mechanics: A review Shengze Cai Zhiping Mao Zhicheng Wang Minglang Yin George Karniadakis PINN AI4CE 62 1,183 0 20 May 2021
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism L. McClenny U. Braga-Neto PINN 72 458 0 07 Sep 2020
When and why PINNs fail to train: A neural tangent kernel perspective Sizhuang He Xinling Yu P. Perdikaris 121 906 0 28 Jul 2020
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 150,006 0 22 Dec 2014