most citedHigh Pressure and Temperature Neural Network Reactive Force Field for Energetic Materials

28 citations · 30 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci2024

High Pressure Suppression of Plasticity due to Over-Nucleation of Shear Strain

Brenden W. Hamilton, Timothy C. Germann

High pressure shear band formation is a critical phenomenon in energetic materials due to its influence on both mechanical strength and mechanochemical activation. While shear band…

cond-mat.soft2023

Using Limited Neural Networks to Assess Relative Mechanistic Influence on Shock Heating in Granular Solids

Brenden W Hamilton, Timothy C. Germann

The rapid compaction of granular media results in localized heating that can induce chemical reactions, phase transformations, and melting. However, there are numerous mechanisms i…

cond-mat.mtrl-sci20231 cited

Intergranular Hotspots: A Molecular Dynamics Study on the Influence of Compressive and Shear Work

Brenden W. Hamilton, Matthew P. Kroonblawd, Jalen Macatangay +2

Numerous crystal- and microstructural-level mechanisms are at play in the formation of hotspots, which are known to govern high explosive initiation behavior. Most of these mechani…

cond-mat.mtrl-sci202328 cited

High Pressure and Temperature Neural Network Reactive Force Field for Energetic Materials

Brenden W. Hamilton, Pilsun Yoo, Michael N. Sakano +2

Reactive force fields for molecular dynamics have enabled a wide range of studies in numerous material classes. These force fields are computationally inexpensive as compared to el…

cond-mat.mtrl-sci20231 cited

Interplay of Mechanochemistry and Material Processes in the Graphite to Diamond Phase Transformation

Brenden W. Hamilton, Timothy C. Germann

he manifestation of intra-molecular strains in covalent systems is widely known to accelerate chemical reactions and open alternative reaction paths. This process is moderately und…