Machine learning and artificial neural network accelerated computational discoveries in materials science
Artificial intelligence (AI) has been referred to as the “fourth paradigm of science,” and as
part of a coherent toolbox of data‐driven approaches, machine learning (ML) dramatically …
part of a coherent toolbox of data‐driven approaches, machine learning (ML) dramatically …
Molecular dynamics simulation of Ti metal cutting using a TiN: ag self-lubricating coated tool
Silver-ceramic nanocomposite coatings, such as TiN: Ag, are among the most interesting
solutions to improve the machining and cutting process of hard-to-cut Ti alloys, since they …
solutions to improve the machining and cutting process of hard-to-cut Ti alloys, since they …
Diffusion of silver in titanium nitride: Insights from density functional theory and molecular dynamics
The use of self-lubricating titanium nitride and silver (TiN (Ag)) nanocomposite coatings is a
promising way to reduce the wear of tools employed dry machining operations for hard-to …
promising way to reduce the wear of tools employed dry machining operations for hard-to …
[HTML][HTML] Molecular dynamics simulation of the diffusion behaviour in Ti–Ag using diffusion couple method
The diffusion behaviour of the Ti–Ag system was investigated using classical molecular
dynamics by simulating a diffusion couple at various temperatures. One bulk of the diffusion …
dynamics by simulating a diffusion couple at various temperatures. One bulk of the diffusion …
[HTML][HTML] Reaction pathways in atomistic models of thin film growth
The atomistic processes that form the basis of thin film growth often involve complex multi-
atom movements of atoms or groups of atoms on or close to the surface of a substrate …
atom movements of atoms or groups of atoms on or close to the surface of a substrate …
Modelling thin film growth in the Ag–Ti system
Simulations of thin film growth in the Ag–Ti system are presented using molecular dynamics
combined with an adaptive kinetic Monte Carlo method (AKMC) with a modified embedded …
combined with an adaptive kinetic Monte Carlo method (AKMC) with a modified embedded …
Embedded-Atom-Method Modeling of Alkali-Metal/Transition-Metal Interfaces
JD Christensen - 2020 - search.proquest.com
Understanding the thermal properties of materials is essential to using those materials for
technological advancement which can benefit civilization. For example, it has been …
technological advancement which can benefit civilization. For example, it has been …
Gas bubbles and atomic diffusion mechanisms in CdTe solar cells
P Hatton - 2020 - repository.lboro.ac.uk
This thesis examines various atomistic mechanisms associated with the production of
cadmium telluride (CdTe) thin film solar cells and gives a fundamental understanding of …
cadmium telluride (CdTe) thin film solar cells and gives a fundamental understanding of …