Daniel C. Elton

activity

20182021

most citedDeep learning for molecular design - a review of the state of the art

741 citations · 766 across the 6 of their papers we have counts for

collaborators

Showing cond-mat.mtrl-sciShow all

3 papers · 1 filter

cond-mat.mtrl-sci2019

Phonon Lifetimes and Thermal Conductivity of the Molecular Crystal $α$ -RDX

Gaurav Kumar, Francis G. VanGessel, Daniel C. Elton +1

The heat transfer properties of the organic molecular crystal $α$ -RDX were studied using three phonon-based thermal conductivity models. It was found that the widely used Peierls-B…

cond-mat.mtrl-sci2018

A Phonon Boltzmann Study of Microscale Thermal Transport in $α$ -RDX Cook-Off

Francis G. VanGessel, Gaurav Kumar, Daniel C. Elton +1

The microscale thermal transport properties of $α$ RDX are believed to be major factors in the initiation process. In this study we present a thorough examination of phonon properti…

cond-mat.mtrl-sci2018

Machine Learning of Energetic Material Properties

Brian C. Barnes, Daniel C. Elton, Zois Boukouvalas +4

In this work, we discuss use of machine learning techniques for rapid prediction of detonation properties including explosive energy, detonation velocity, and detonation pressure.…

Phonon Lifetimes and Thermal Conductivity of the Molecular Crystal α-RDX

A Phonon Boltzmann Study of Microscale Thermal Transport in α-RDX Cook-Off

Machine Learning of Energetic Material Properties

Phonon Lifetimes and Thermal Conductivity of the Molecular Crystal $α$ -RDX

A Phonon Boltzmann Study of Microscale Thermal Transport in $α$ -RDX Cook-Off