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

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

Minseok Kim
Yeongjong Kim
Yeoneung Kim
    PINN
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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
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
Physics-informed neural networks (PINNs) for fluid mechanics: A review
Shengze Cai
Zhiping Mao
Zhicheng Wang
Minglang Yin
George Karniadakis
PINN
AI4CE
62
1,174
0
20 May 2021
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism
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
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
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.5K
149,842
0
22 Dec 2014

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