Catalytic Resonance Theory: Experimental and Kinetic Interpretation of Programmable Catalysis

The complexity of programmable catalysts that change in the physical or electronic state on the time scale of a catalytic turnover results in uncertainty in the kinetic outcome of common measurements with dynamic catalyst experiments. To provide an interpretation of utility to experimentalists, a general programmable catalytic reaction exhibiting high turnover efficiency was simulated to understand the kinetic behavior of catalysts with varying frequency, binding energy, oscillation amplitude, and minimum oscillation binding energy at different temperatures and reactant gas pressures. The time-averaged catalytic rate for varying temperature in the form of an Arrhenius plot exhibited three distinct kinetic regimes, with the intermediate temperatures or applied frequencies exhibiting zero slope, indicative of barrier-free kinetic control. Transitions in experimentally measurable kinetic regimes with both temperature and applied catalyst oscillation frequency were associated with transitions in the sensitivity of reaction rate constants and degrees of rate control. These distinct kinetic macroscopic features specific to programmable catalysts were identified for observation in experimental dynamic kinetic measurements.

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Publication Details

Journal
ACS Catalysis
Published
2025-09-25
DOI
https://doi.org/10.1021/acscatal.5c03878
Primary Topic
Machine Learning in Materials Science
Type
article
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article

Catalytic Resonance Theory: Experimental and Kinetic Interpretation of Programmable Catalysis

Paul J. Dauenhauer, Brandon Foley, Jesse Canavan
ACS Catalysis
Machine Learning in Materials Science
article

Catalytic Resonance Theory: Experimental and Kinetic Interpretation of Programmable Catalysis

Paul J. Dauenhauer, Brandon Foley, Jesse Canavan
article en

Abstract

The complexity of programmable catalysts that change in the physical or electronic state on the time scale of a catalytic turnover results in uncertainty in the kinetic outcome of common measurements with dynamic catalyst experiments. To provide an interpretation of utility to experimentalists, a general programmable catalytic reaction exhibiting high turnover efficiency was simulated to understand the kinetic behavior of catalysts with varying frequency, binding energy, oscillation amplitude, and minimum oscillation binding energy at different temperatures and reactant gas pressures. The time-averaged catalytic rate for varying temperature in the form of an Arrhenius plot exhibited three distinct kinetic regimes, with the intermediate temperatures or applied frequencies exhibiting zero slope, indicative of barrier-free kinetic control. Transitions in experimentally measurable kinetic regimes with both temperature and applied catalyst oscillation frequency were associated with transitions in the sensitivity of reaction rate constants and degrees of rate control. These distinct kinetic macroscopic features specific to programmable catalysts were identified for observation in experimental dynamic kinetic measurements.

ACS CatalysisVol. 15(20)
Lawrence Livermore National Laboratory (US), University of Minnesota (US), National Laboratory for Superconductivity (CN), University of Houston (US)
Openalex Percentile: Top 80%
Machine Learning in Materials Science
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