Ab initio structural dynamics of pure and nitrogen-containing amorphous carbon

BA Steele, S Bastea, IFW Kuo - Scientific Reports, 2023 - nature.com
Amorphous carbon (aC) has attracted considerable interest due to its desirable properties,
which are strongly dependent on its structure, density and impurities. Using ab initio …

High-accuracy semiempirical quantum models based on a minimal training set

CH Pham, RK Lindsey, LE Fried… - The Journal of Physical …, 2022 - ACS Publications
A great need exists for computationally efficient quantum simulation approaches that can
achieve an accuracy similar to high-level theories at a fraction of the computational cost. In …

Efficient and universal characterization of atomic structures through a topological graph order parameter

J Chapman, N Goldman, BC Wood - npj Computational Materials, 2022 - nature.com
A graph-based order parameter, based on the topology of the graph itself, is introduced for
the characterization of atomistic structures. The order parameter is universal to any …

Enhancing the accuracy of density functional tight binding models through ChIMES many-body interaction potentials

N Goldman, LE Fried, RK Lindsey, CH Pham… - The Journal of …, 2023 - pubs.aip.org
Semi-empirical quantum models such as Density Functional Tight Binding (DFTB) are
attractive methods for obtaining quantum simulation data at longer time and length scales …

Chemical evolution in nitrogen shocked beyond the molecular stability limit

RK Lindsey, S Bastea, Y Lyu, S Hamel… - The Journal of …, 2023 - pubs.aip.org
Evolution of nitrogen under shock compression up to 100 GPa is revisited via molecular
dynamics simulations using a machine-learned interatomic potential. The model is shown to …

Chemistry-mediated Ostwald ripening in carbon-rich C/O systems at extreme conditions

RK Lindsey, N Goldman, LE Fried, S Bastea - Nature communications, 2022 - nature.com
There is significant interest in establishing a capability for tailored synthesis of next-
generation carbon-based nanomaterials due to their broad range of applications and high …

Machine‐Learning a Solution for Reactive Atomistic Simulations of Energetic Materials

RK Lindsey, C Huy Pham, N Goldman… - Propellants …, 2022 - Wiley Online Library
Many of the safety and performance‐related properties of energetic materials (EM) are
related to complex condensed phase chemistry at extreme P, T conditions eluding direct …

The role of detonation condensates on the performance of 1, 3, 5-triamino-2, 4, 6-trinitrobenzene (TATB) detonation

JG Christenson, LE Fried, S Bastea… - Journal of Applied …, 2022 - pubs.aip.org
Thermochemical models of detonation are widely used to estimate energy delivery, but they
are based on the assumption that the carbon-rich condensates (soot) formed during …

Molecular Dynamics Simulations of the Thermal Decomposition of 3, 4-Bis (3-nitrofurazan-4-yl) furoxan

Y Li, Y Liu, J Yuan, Y Luo, Q Jiang, F Wang, J Meng - ACS omega, 2021 - ACS Publications
When stimulated, for example, by a high temperature, the physical and chemical properties
of energetic materials (EMs) may change, and, in turn, their overall performance is affected …

Creation of an Fe3P Schreibersite Density Functional Tight Binding Model for Astrobiological Simulations

R Dettori, N Goldman - The Journal of Physical Chemistry A, 2024 - ACS Publications
The mineral schreibersite, eg, Fe3P, is commonly found in iron-rich meteorites and could
have served as an abiotic phosphorus source for prebiotic chemistry. However, atomistic …