December 6, 2024 @ 12:00 PM - 1:00 PM Multiphysics-informed Machine Learning for 3DArchitected Anode Based Battery Design 1163 Mechanical Engineering 1513 Engineering Dr., Madison, WI, United States Li-ion batteries (LIBs) are widely used to power today’s portable electronics, electric vehicles (EVs), plug-in hybrid electric vehicles (PHEVs), and in utility scale battery energy storage systems (BESSs). High performance LIBs are becoming increasingly important to facilitate the ever-growing trend of electrification for achieving a low-carbon future. How to enable the design of high performance... Free
December 6, 2024 @ 12:00 PM - 1:00 PM ECE Seminar with Dr. Cunxi Yu, University of Maryland-College Park 4610 Engineering Hall 1415 Engineering Drive, Madison In this talk, Yu will present the journey of exploring ML in synthesis and verification, focusing on discussing the evolutionary developments from static ML-based synthesis approaches to algorithmic learning and general combinatorial optimizations using advanced domain-specific ML techniques.