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20062022
most citedOrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted Atomic-Orbital Features

245 citations · 2.1k across the 36 of their papers we have counts for

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9 papers · 1 filter

cond-mat.stat-mech2022

Continuum Limit of Dendritic Deposition

Daniel Jacobson, Thomas F. Miller

Continuum models are commonly used to study dendritic deposition in fields ranging from nonequilibrium statistical mechanics to battery research. However, the continuum approximati…

cond-mat.stat-mech2020★ 25 cited

Microcanonical rates from ring-polymer molecular dynamics: Direct-shooting, stationary-phase, and maximum-entropy approaches

Xuecheng Tao, Philip Shushkov, Thomas F. Miller

We address the calculation of microcanonical reaction rates for processes involving significant nuclear quantum effects using ring-polymer molecular dynamics (RPMD), both with and…

cond-mat.stat-mech2017★ 73 cited

Path-Integral Isomorphic Hamiltonian for Including Nuclear Quantum Effects in Non-adiabatic Dynamics

Xuecheng Tao, Philip Shushkov, Thomas Miller

We describe a path-integral approach for including nuclear quantum effects in non-adiabatic chemical dynamics simulations. For a general physical system with multiple electronic en…

cond-mat.stat-mech2014★ 109 cited

Kinetically Constrained Ring-Polymer Molecular Dynamics for Non-adiabatic Chemical Reactions

Artur R. Menzeleev, Franziska Bell, Thomas F. Miller

We extend ring-polymer molecular dynamics (RPMD) to allow for the direct simulation of general, electronically non-adiabatic chemical processes. The kinetically constrained (KC) RP…

cond-mat.stat-mech2012

Flux-correlation approach to characterizing reaction pathways in quantum systems: A study of condensed-phase proton-coupled electron transfer

Nandini Ananth, Thomas F. Miller

We introduce a simple method for characterizing reactive pathways in quantum systems. Flux auto- correlation and cross-correlation functions are employed to develop a quantitative…

cond-mat.stat-mech2011★ 84 cited

Exact quantum statistics for electronically nonadiabatic systems using continuous path variables

Nandini Ananth, Thomas F. Miller

We derive an exact, continuous-variable path integral (PI) representation of the canonical partition function for electronically nonadiabatic systems. Utilizing the Stock-Thoss (ST…