Concepedia

Jacques A. Esterhuizen

JA

6

Publications

1K

Citations

6

H-Index

2018

Active since

Affiliations

University of Michigan(Current)

Jacques A. Esterhuizen is an author at University of Michigan specializing in engineering, chemistry, and data science.

Top concepts

EngineeringChemistryData ScienceMachine LearningCatalysisMaterial ScienceKnowledge DiscoveryArtificial IntelligenceBusinessPolymers

Publications per year

2018–2024

6

Publications

6

Machine learning for heterogeneous catalyst design and discovery

Bryan R. Goldsmith, Jacques A. Esterhuizen, Jin‐Xun Liu et al. · AIChE Journal · 2018 · 409 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +7

Interpretable machine learning for knowledge generation in heterogeneous catalysis

Jacques A. Esterhuizen, Bryan R. Goldsmith, Suljo Linic · Nature Catalysis · 2022 · 364 citations · Full text

Artificial Intelligence, Engineering, Data Science +6

Theory-Guided Machine Learning Finds Geometric Structure-Property Relationships for Chemisorption on Subsurface Alloys

Jacques A. Esterhuizen, Bryan R. Goldsmith, Suljo Linic · Chem · 2020 · 101 citations · Full text

Materials Science, Surface Characterization, Engineering +9

Surface-Immobilized Conjugated Polymers Incorporating Rhenium Bipyridine Motifs for Electrocatalytic and Photocatalytic CO<sub>2</sub> Reduction

Nicholas M. Orchanian, Lorena E. Hong, John A. Skrainka et al. · ACS Applied Energy Materials · 2018 · 57 citations

Engineering, Solar Energy Storage, Photo-electrochemical Cell +17

Uncovering electronic and geometric descriptors of chemical activity for metal alloys and oxides using unsupervised machine learning

Jacques A. Esterhuizen, Bryan R. Goldsmith, Suljo Linic · Chem Catalysis · 2021 · 42 citations · Full text

Engineering, Machine Learning, Data Science +11

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