Assistant Professor
Chemical Engineering
B28-2044W NCRC
2800 Plymouth Road, Ann Arbor, MI, 48109-2800(734) 764-3627
PhD Chemical Engineering, University of California Santa Barbara, 2015
BS Chemical Engineering, University of California Riverside, 2010
ChE 696 / MSE 593, Applied Data Science for Engineers (W19)
ChE 230, Mass and Energy Balances (F17, F18, F19)
The development of novel 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, and making use of its synergy with experiments, facilitates the process to design new systems since it provides a valuable way to test hypotheses and understand design criteria. Our research team focuses on obtaining a deep understanding of catalytic systems and advanced materials for use in sustainable chemical production, pollution abatement, and energy storage & generation. We use first-principles modeling (e.g., density-functional theory and wave function based methods), molecular simulation, and data science to extract key insights of catalysts and materials under realistic conditions, and to help create a platform for their design.
Professor Goldsmith’s research interests span topics such as heterogeneous catalysis, electrocatalysis, data science & machine learning, quantum mechanical modeling, and molecular simulation. The Goldsmith Lab is involved in collaborations around the world, including Germany and China. Current lab research thrusts include: (i) Electrocatalysis for fuel production, energy storage, and wastewater remediation; (ii) Using machine learning to accelerate understanding and discovery of catalysts and materials; (iii) Understanding nanoclusters and single atom catalysts for emissions control; and (iv) Amorphous materials for their use as catalysts and supports.
University of Michigan
Department of Chemical Engineering
Ann Arbor, Michigan
Assistant Professor, 2017-
Affiliations:
Associate Director, Michigan Catalysis Science and Technology Institute (MiCSTI)
Member, Michigan Institute for Computational Discovery and Engineering (MICDE)
Member, University of Michigan Energy Institute (UMEI)
Member, Michigan Institute for Data Science (MIDAS)
Fritz Haber Institute of the Max Planck Society
Theory Department
Berlin, Germany
Humboldt Postdoctoral Research Fellow, 2015-2017
Young Scientist in the 67th Lindau Nobel Laureate Meeting in Chemistry, 2017
DAAD Travel Award, 2017
Alexander von Humboldt Postdoctoral Research Fellowship, 2016
Max Planck Society Postdoctoral Research Fellowship, 2015
UC Santa Barbara Co-Curricular Activities and Leadership Award, 2014
Schlinger Fellowship for Excellence in Chemical Engineering Research (one per year, UCSB), 2013
International Exchange in Materials Science Extended Research Travel Award, 2013
Amgen Scholar Alumni Travel Award, 2013
National Science Foundation PIRE-ECCI Graduate Research Fellowship, 2012
Academic Excellence Award in Chemical Engineering (one per year, UC Riverside), 2010
Bourns College of Engineering Scholarship, 2009
Tau Beta Pi Record Scholarship, 2009
Selected Publications
* = corresponding author, ‡ = Goldsmith lab members
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]
V2+/V3+ redox kinetics on glassy carbon in acidic electrolytes for vanadium redox flow batteries, H. Agarwal, J. Florian‡, B. R. Goldsmith, N. Singh*, ACS Energy Lett. 4, 2368 (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). [cover article] [doi]
Beyond ordered materials: understanding catalytic sites on amorphous solids, B. R. Goldsmith*, B. Peters, J. K. Johnson, B. C. Gates, S. L. Scott*, ACS Catal. 7, 7543 (2017). (Perspective) [doi]
Uncovering structure-property relationships of materials by subgroup discovery, B. R. Goldsmith*, M. Boley, J. Vreeken, M. Scheffler, L. M. Ghiringhelli*, New J. Phys. 19, 013031 (2017). [doi]
Rate-enhancing roles of water molecules in methyltrioxorhenium-catalyzed olefin epoxidation by H2O2, B. R. Goldsmith, T. Hwang, S. Seritan, B. Peters*, S. L. Scott*, J. Am. Chem. Soc. 137, 9604 (2015). [doi]
CO and NO-induced disintegration and redispersion of three-way catalysts rhodium, palladium and platinum: an ab initio thermodynamics study, B. R. Goldsmith, E. D. Sanderson, R. Ouyang, W.-X. Li*, J. Phys. Chem. C 118, 9588 (2014). [doi]
Online collection of our publications: