Phone: (734) 647-8051
Office: B28-1028E NCRC
PhD in progress
University of Michigan
BS May 2017
University of Southern California
Interpretable machine learning for knowledge generation in
J.A. Esterhuizen, B.R. Goldsmith, S. Linic, Nature Catalysis, 2022.
Uncovering electronic and geometric descriptors of chemical activity for metal alloys and oxides
using unsupervised machine learning.
J.A. Esterhuizen, B.R. Goldsmith, S. Linic, Chem Catalysis, 2021.
Theory-Guided Machine Learning Finds Geometric Structure-Property Relationships for
Chemisorption on Subsurface Alloys.
J.A. Esterhuizen, B.R. Goldsmith and S. Linic, Chem, 2020.