The exceptional physical properties and unique layered structure of two-dimensional (2D) materials have made this class of materials great candidates for applications in electronics …
Molecular modeling and simulation are invaluable tools for nanoscience that predict mechanical, physicochemical, and thermodynamic properties of nanomaterials and provide …
First principles density functional theory based calculations have been performed to investigate the strain and temperature induced tunability of the thermoelectric properties of …
Complex models in physics, biology, economics, and engineering are often ill-determined or sloppy: their multiple parameters can vary over wide ranges without significant changes in …
MSMM Ali, H Nguyen, JT Paci, Y Zhang… - Nano …, 2024 - ACS Publications
The mechanical and thermal properties of transition metal dichalcogenides (TMDs) are directly relevant to their applications in electronics, thermoelectric devices, and heat …
Abstract Machine Learned Interatomic Potentials (MLIPs) combine the predictive power of Density Functional Theory (DFT) with the speed and scaling of interatomic potentials …
X Zhang, H Nguyen, JT Paci… - npj Computational …, 2021 - nature.com
This investigation presents a generally applicable framework for parameterizing interatomic potentials to accurately capture large deformation pathways. It incorporates a multi-objective …
We present a systematic methodology, built within the Open Knowledgebase of Interatomic Models (OpenKIM) framework (https://openkim. org), for quantifying properties of grain …
SS Vel, SR Maalouf - International Journal of Mechanical Sciences, 2024 - Elsevier
A novel torus-based surface parametrization is proposed and used to evaluate the bending and twisting rigidities of 2D materials of arbitrary symmetries. A generalized constitutive …