Thermal Catalysis

Our group has made significant contributions in the field of traditional thermal catalysis. We focus on understanding the underlying physical and chemical processes at work in heterogeneous catalytic systems and use this knowledge to guide us in the design of optimal catalysts.

Guiding design of active sites through modeling

Modeling
Our computational work focuses on gaining a better understanding of chemical transformations and catalytic activity using ab initio methods and developing physically transparent models. Alloying allows tuning of the electronic and geometric structure of catalysts to enhance certain reactions or to inhibit side reactions. We have used density functional theory calculations to predict that nickel/tin alloys could limit carbon mobility on the surface thus improving coking tolerance in high-temperature fuel cells. We have also used density functional theory to show that Ag(100) surfaces are more selective toward the partial oxidation of ethylene compared to Ag(111), suggesting that nanostructures dominated by Ag(100) facets could improve selectivity. In both of these cases, we were able to successfully synthesize the appropriate catalytic structures and verify our model predictions. Current members working in this area include Chenggong Jiang.

Experimental thermal catalysis

Sup-equilibrium PDH conversion
Thermal catalysis often involves studying catalytic systems at elevated temperatures, where deactivation of catalysts and sometimes thermodynamics can severely limit the catalytic performance. Our lab aims to combine theoretical insights derived from modeling with engineering principles to develop innovative catalytic systems that can overcome these challenges. We showcased this in our recent work on co-designing a catalyst-membrane system for propane dehydrogenation (PDH) with unprecedented PDH activity that surpasses thermodynamic conversion limits. Other reactions that we are actively investigating include oxidative coupling of methane, ethylene epoxidation, and carbon monoxide oxidation. Current members working in this area include Shawn Lu, Shiuan-Bai Ann, Charles Zhao and Jeanne Zhang

Relevant group publications

Overcoming Limitations in Propane Dehydrogenation by Codesigning Catalyst-Membrane Systems

R. Almallahi, J. Wortman, S. Linic

Science, 2024
Optimizing hierarchical membrane/catalyst systems for oxidative coupling of methane using additive manufacturing

J. Wortman, V.O. Igenegbai, R. Almallahi, A.H. Motagamwala, S. Linic

Nature Materials, 2023
Mechanisms of Ethylene Epoxidation over Silver from Machine-Learning Accelerated First-Principles Modeling and Micro-Kinetic Simulations

J.X. Liu, S. Lu, S.B. Ann, S. Linic

ACS Catalysis, 2023
Interpretable machine learning for knowledge generation in heterogeneous catalysis.

J.A. Esterhuizen, B.R. Goldsmith, S. Linic

Nature Catalysis, 2022
Stable and selective catalysts for propane dehydrogenation operating at thermaldynamic limit.

A. H. Motagamwala, R. Almallahi, J. Wortman, V.O. Igenegbai, S. Linic

Science, 2021