Physics-Informed Neural Network (PINN) and its applications in the Hydro fields
Day 4 Session 1 (9:10 AM MDT)
Presenters:
Abdol Mehdi Behroozi
Penn State
In this workshop, we will begin by introducing the fundamental concepts of PINN, highlighting how this innovative framework integrates differential equations from physical laws with deep learning. Following the conceptual overview, we will dive into hands-on coding sessions. These sessions are designed to demonstrate how PINN can be applied to solve real-world problems in the hydro field, such as dealing with the shallow water equation, modeling sediment transport, or wave propagation.
Learning Outcomes:
TBA
Prerequisites:
TBA