Litcius/Paper detail

Non-Zero Binding Enhances Kinetics of Catalysis: Machine Learning Analysis on the Experimental Hydrogen Binding Energy of Platinum

Hideshi Ooka, Marie E. Wintzer, Ryuhei Nakamura

2021ACS Catalysis51 citationsDOI

Abstract

A thermoneutral binding energy has been considered to yield maximum catalytic activity for decades. However, recent theoretical studies have challenged this criteria, because thermoneutrality only maximizes the activity near equilibrium. Here, we report the experimental hydrogen binding energy of platinum to be +0.094 eV, obtained by fitting microkinetic rate equations to the Tafel plot. Upon increasing the overpotential, the positive binding energy of platinum yields higher activity compared to a thermoneutral catalyst. The trade-off between activity near equilibrium and away from equilibrium suggests that thermoneutrality may not be the ideal direction of catalyst design as traditionally considered.

Topics & Concepts

OverpotentialPlatinumCatalysisChemistryTafel equationThermodynamicsYield (engineering)KineticsHydrogenBinding energyPhysical chemistryOrganic chemistryPhysicsElectrochemistryAtomic physicsQuantum mechanicsElectrodeElectrocatalysts for Energy ConversionMachine Learning in Materials ScienceCO2 Reduction Techniques and Catalysts
Non-Zero Binding Enhances Kinetics of Catalysis: Machine Learning Analysis on the Experimental Hydrogen Binding Energy of Platinum | Litcius