Gyuyeong Hwang

Mitigation of intra-cycle mechano-chemical degradation-based capacity fade in Lithium-ion batteries: Application of a model predictive controller

Sungwon Hwang, Niranjan Sitapure, J. Kwon, 2022, 2022 American Control Conference (ACC).

Artificial neural network-based model predictive control for optimal operating conditions in proton exchange membrane fuel cells

Sungwon Hwang, Youngtak Cho, Gyuyeong Hwang, 2022, Journal of Cleaner Production.

Model predictive control of Lithium-ion batteries: Development of optimal charging profile for reduced intracycle capacity fade using an enhanced single particle model (SPM) with first-principled chemical/mechanical degradation mechanisms

Ji-Hoon Moon, Joseph Sang-Il Kwon, Sungwon Hwang, 2022, Chemical Engineering Journal.

Machine learnings for CVD graphene analysis: From measurement to simulation of SEM images

S. Hwang, Taehun Kim, N. Shin, 2021 .