Mitchell A. Wood

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Molecular Dynamics Simulations

Top Venues

J. Comput. Phys.

J. Open Source Softw.

Publications

James Goff, C. Sievers, Mitchell A. Wood, Aidan P. Thompson
Permutation-adapted complete and independent basis for atomic cluster expansion descriptors. J. Comput. Phys. 510 (2024)
Andrew Rohskopf, C. Sievers, Nicholas Lubbers, Mary Alice Cusentnio, James Goff, Jan Janssen, Megan McCarthy, David Montes Oca de Zapiain, Svetoslav Nikolov, Khachik Sargsyan, Dionysios Sema, Ember Sikorski, Logan Williams, Aidan P. Thompson, Mitchell A. Wood
FitSNAP: Atomistic machine learning with LAMMPS. J. Open Source Softw. 8 (83) (2023)
Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr
Thermodynamically consistent physics-informed neural networks for hyperbolic systems. J. Comput. Phys. 449 (2022)
Kien Nguyen-Cong, Jonathan T. Willman, Stan G. Moore, Anatoly B. Belonoshko, Rahulkumar Gayatri, Evan Weinberg, Mitchell A. Wood, Aidan P. Thompson, Ivan I. Oleynik
Billion atom molecular dynamics simulations of carbon at extreme conditions and experimental time and length scales. SC (2021)
Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr
Thermodynamically consistent physics-informed neural networks for hyperbolic systems. CoRR (2020)
Ravi G. Patel, Nathaniel A. Trask, Mitchell A. Wood, Eric C. Cyr
A physics-informed operator regression framework for extracting data-driven continuum models. CoRR (2020)