Chemical Science · 2024 · 23 citations · 39 references
Natural SciencesChemical EngineeringChemistryCatalysisMachine LearningThermodynamicsCatalytic MaterialsCatalytic Reaction EngineeringCatalytic Reaction KineticsChemical ThermodynamicsReaction DynamicsReaction ThermodynamicsCatalytic Reaction ThermodynamicsMachine Learning Potential Energy SurfacesMachine Learning PotentialsReaction Free Energy
accuracy. We observe an entropic effect owing to liquid-to-solid phase transitions of clusters at finite temperatures. More importantly, the confinement effect enhances the structural dynamics of the cluster and leads to a lower melting temperature than those of the bare cluster and cluster outside the CNT, consequently facilitating the reaction to occur at lower temperatures and preventing the catalyst from forming unfavorable oxides. Our work reveals the important influence of confinement on structural dynamics, providing useful insight into entropy in dynamic catalysis.
39
Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics
Linfeng Zhang, Jiequn Han, Han Wang et al. · Physical Review Letters · 2018 · 2.2K citations · Full text
Natural Sciences, Chemistry, Physics +17
Constrained reaction coordinate dynamics for the simulation of rare events
Emily A. Carter, Giovanni Ciccotti, James T. Hynes et al. · Chemical Physics Letters · 1989 · 1K citations
Natural Sciences, Chemistry, Physics +14