Events for March 5, 2026

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MSE Seminar: “In Situ Probe of Structure and Dynamics at Metal electrode/Electrolyte Interface: Interfacial Structure, Electro-induction Effect, and Hot Electron Transfer”

Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia

Structure and dynamics of electric double layer (EDL), the sub-nanometer region at the electrode/electrolyte interface, are essential to the function and performance of many energy conversion and storage devices, ranging […]

FOLDS seminar & PENN AI seminar: Optimization Challenges in Physics-Informed Neural Networks

Amy Gutmann Hall, Room 414 3333 Chestnut Street, Philadelphia

Zoom link: https://upenn.zoom.us/j/98220304722   Physics-informed neural networks (PINNs) minimize composite losses that penalize PDE residuals alongside boundary and initial conditions. While this resembles multi-task learning, the optimization landscape is fundamentally different. […]