Joshua P. Allers

Machine learning prediction of self-diffusion in Lennard-Jones fluids

Joshua P. Allers, Jacob Harvey, Fernando H. Garzón et al. · The Journal of Chemical Physics · 2020 · 53 citations · Full text

Ann Regression Models, Engineering, Machine Learning +15

Symbolic regression development of empirical equations for diffusion in Lennard-Jones fluids

Todd M. Alam, Joshua P. Allers, Calen J. Leverant et al. · The Journal of Chemical Physics · 2022 · 25 citations · Full text

Symbolic Regression Development, Engineering, Data Science +12

Curing behavior, chain dynamics, and microstructure of high Tg thiol-acrylate networks with systematically varied network heterogeneity

Brad H. Jones, Todd M. Alam, Sangwoo Lee et al. · Polymer · 2020 · 22 citations · Full text

Materials Science, Chain Dynamics, Engineering +5

Using Computationally-Determined Properties for Machine Learning Prediction of Self-Diffusion Coefficients in Pure Liquids

Joshua P. Allers, Chad Priest, Jeffery A. Greathouse et al. · The Journal of Physical Chemistry B · 2021 · 20 citations · Full text

Engineering, Liquid-liquid Flow, Computational Chemistry +22

Artificial neural network prediction of self-diffusion in pure compounds over multiple phase regimes

Joshua P. Allers, Fernando H. Garzón, Todd M. Alam · Physical Chemistry Chemical Physics · 2021 · 18 citations · Full text

Engineering, Super Critical Phases, Chemistry +17