Search Results for author: Yuichi Kajiura

Found 1 papers, 0 papers with code

Physics-Informed Neural Network for Discovering Systems with Unmeasurable States with Application to Lithium-Ion Batteries

no code implementations27 Nov 2023 Yuichi Kajiura, Jorge Espin, Dong Zhang

In particular, instead of having loss terms from each differential equation, this method embeds the dynamics into a loss function that quantifies the error between observed and predicted system outputs.

Cannot find the paper you are looking for? You can Submit a new open access paper.