DigiCell pubilc workshop "From Data-Driven to Physics-Informed Modelling for Batteries"

We are excited to announce the 4th public workshop in a series of events scheduled throughout the DigiCell project duration. This workshop provides a unique view from the DigiCell project on Data-Driven and Physics-Informed Modelling for Batteries.

The event focusses on modelling of battery cells, ranging from data driven machine learning to physics-based finite element modelling, and extending to industrial applications up to the pack level as well as battery manufacturing. The introduction on statistical methods and machine learning is followed by state-of-health estimations using electrochemical impedance spectroscopy measurements. Further topics include finite element modelling including nanomechanical properties of cells, reduced-order aging modelling of industrial packs, and battery manufacturing modelling using physics-informed machine learning.

The workshop is free of charge! Registration is now open on our website.