Bryan R. Goldsmith
Dow Corning Assistant Professor
Location
B28-2044W NCRC
2800 Plymouth Road, Ann Arbor, MI, 48109-2800
Primary Website
http://cheresearch.engin.umich.edu/goldsmith/
Personal Pronouns
He/his
Education
PhD Chemical Engineering, University of California Santa Barbara, 2015
BS Chemical Engineering, University of California Riverside, 2010
Research Interests
The development of improved catalysts and materials has never been more needed than today. The world is facing a growing population, mass consumerism, and rising greenhouse gas levels, all the while people strive to increase their standard of living. Computational modeling of catalysts and materials aids the process to design new systems because it provides a valuable way to test hypotheses and understand design criteria. The Goldsmith lab focuses on understanding catalytic systems and advanced materials for use in sustainable chemical production, pollution abatement, and energy storage & generation. They use atomistic modeling (e.g., density-functional theory), molecular simulation, and data science tools to extract key insights of catalysts and materials, with the goal to help create a platform for their design. Current lab research thrusts include: (i) Thermo, electro, and plasma catalysis for air and water pollution reduction and sustainable chemical conversion; (ii) Machine learning to accelerate catalyst and materials design; and (iii) Transition metal ion redox chemistry for renewable energy storage.
Responsibilities
At Michigan
Faculty Advisor for AIChE Student Chapter (2020 – )
Chemical Engineering Advisory Council Representative (2020 – )
Graduate Curriculum Committee (Co-chair) (2018 – )
External
Chem Catalysis, Journal Advisory Board Member (2020 – )
Vice-President of the Michigan Catalysis Society of the North American Catalysis Society (2021 – )
Executive Secretary of the Michigan Catalysis Society of the North American Catalysis Society (2019 – 2021)
Biography
Professional Experience
University of Michigan
Department of Chemical Engineering
Ann Arbor, Michigan
Dow Corning Assistant Professor, 1/2020 –
Assistant Professor, 9/2017-12/2019
Affiliations:
Michigan Institute for Computational Discovery and Engineering
Michigan Institute for Data Science
Michigan Catalysis Science and Technology Institute
Fritz Haber Institute of the Max Planck Society
Theory Department
Berlin, Germany
Postdoctoral Research Fellow, 2015-2017
Awards
American Institute of Chemical Engineers 35 under 35 Award (Energy/Environment Category), 2020
ACS Petroleum Research Fund Doctoral New Investigator, 2020
Dow Corning Assistant Professorship in Chemical Engineering, 2020
U.S. Delegate to the 67th Lindau Nobel Laureate Meeting on Chemistry, 2017
Alexander von Humboldt Postdoctoral Research Fellowship, 2016
Max Planck Society Postdoctoral Research Fellowship, 2015
Co-Curricular Activities and Leadership Award (UC Santa Barbara), 2014
Schlinger Fellowship for Excellence in Chemical Engineering Research (one per year, UCSB), 2013
Amgen Scholar Alumni Travel Award (UCLA-Amgen Scholar), 2013
National Science Foundation PIRE-ECCI Graduate Research Fellowship, 2012
Academic Excellence Award in Chemical Engineering (one per year, UC Riverside), 2010
Tau Beta Pi Record Scholar, 2009
Publications
Selected Recent Publications
* = corresponding author, ‡ = Goldsmith lab members, # = undergraduate author, ^ = equal contributions; & = co-advised
Why halides enhance heterogeneous metal ion charge transfer reactions, J. Florian#,‡, H. Agarwal, N. Singh*, B. R. Goldsmith*, Chem. Sci. 12, 12704 (2021). [doi]
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 1, 1 (2021). [doi]
Perovskite oxynitrides as tunable materials for electrocatalytic nitrogen reduction to ammonia, S. D. Young‡, A. Banerjee, G. Pilania*, B. R. Goldsmith*, Trends in Chemistry 3, 694 (2021) [Invited Forum Article]. [doi]
Rhodium single-atom catalysts on titania for reverse water gas shift reaction explored by first principles mechanistic analysis and compared to nanoclusters, F. Doherty‡, B. R. Goldsmith*, ChemCatChem 13, 3155 (2021). [doi]
Increasing electrocatalytic nitrate reduction activity by controlling adsorption through PtRu alloying, Z. Wang‡,&, S. D. Young‡, B. R. Goldsmith*, N. Singh*, J. Catal. 395, 143 (2021). [doi]
Theory-guided machine learning finds geometric structure-property relationships for chemisorption on subsurface alloys, J. Esterhuizen‡,&, B. R. Goldsmith*, S. Linic*, Chem 6, 1 (2020). [doi]
Nanocluster and single-atom catalysts for thermocatalytic conversion of CO and CO2, F. Doherty‡, H. Wang, M. Yang*, B. R. Goldsmith*, Catal. Sci. Technol. 10, 5772 (2020). [doi]
Adsorption energies of oxygenated aromatics and organics on rhodium and platinum in aqueous phase, J. Akinola, I. Barth‡, B. R. Goldsmith*, N. Singh*, ACS Catal. 10, 4929 (2020). [doi]
Role of electrocatalysis in the remediation of water pollutants, N. Singh*, B. R. Goldsmith*, ACS Catal. 10, 3365 (2020). [Invited Viewpoint] [doi]
Surpassing the single-atom catalytic activity limit through paired Pt-O-Pt ensemble built from isolated Pt1 atoms, H. Wang, J.-X. Liu‡, W. Li, L. F. Allard, S. Lee, J. Wang, H. Li, J. Wang, X. Cao, M. Shen*, B. R. Goldsmith*, M. Yang*, Nat. Commun. 10, 1 (2019). [doi]
Understanding activity and selectivity trends in electrocatalytic nitrate reduction, J.-X. Liu‡, D. Richards, N. Singh*, B. R. Goldsmith*, ACS Catal. 9, 7052 (2019). [doi]
Two-to-three dimensional transition in neutral gold clusters: the crucial role of van der Waals interactions and temperature, B. R. Goldsmith*, J. Florian‡, J.-X. Liu‡, P. Gruene, J. T. Lyon, D. M. Rayner, A. Fielicke*, M. Scheffler, L. M. Ghiringhelli*, Phys. Rev. Mater. 3, 016002 (2019). [doi]
New tolerance factor to predict the stability of perovskite oxides and halides, C. J. Bartel*, C. Sutton, B. R. Goldsmith, R. Ouyang, C. B. Musgrave, L. M. Ghiringhelli*, M. Scheffler, Sci. Adv. 5, eaav0693 (2019). [doi]
Machine learning for heterogeneous catalyst design and discovery, B. R. Goldsmith*, J. Esterhuizen‡, C. J. Bartel, C. Sutton, J.-X. Liu‡, AIChE J. (2018). [Invited Perspective] [doi]
Online full collection of our publications:
