Materials informatics for mechanical deformation: A review of applications and challenges
K Frydrych, K Karimi, M Pecelerowicz, R Alvarez… - Materials, 2021 - mdpi.com
In the design and development of novel materials that have excellent mechanical properties,
classification and regression methods have been diversely used across mechanical …
classification and regression methods have been diversely used across mechanical …
Liquid− liquid structure transition in metallic melt and its impact on solidification: A review
YX He, JS Li, W Jun, E Beaugnon - … of Nonferrous Metals Society of China, 2020 - Elsevier
Understanding the nature of liquid structures and properties has always been a hot field in
condensed matter physics and metallic materials science. The liquid is not homogeneous …
condensed matter physics and metallic materials science. The liquid is not homogeneous …
The structural exploration of thermodynamics and dynamics in Ti-Ni liquid by ab initio molecular dynamics simulation
J Li, R Xiao, J Qin, Y Ruan, H Li - Computational Materials Science, 2023 - Elsevier
In this work, we demonstrate the atomic-level understanding of thermodynamic and dynamic
properties of Ti-Ni melts via ab initio molecular dynamics simulations at 2033 K. It was found …
properties of Ti-Ni melts via ab initio molecular dynamics simulations at 2033 K. It was found …
Local lattice distortion mediated formation of stacking faults in Mg alloys
Long periodic stacking ordered phases (LPSOs), consisting of various configurations of
stacking faults, play an important role in developing ultrastrong Mg alloys with moderate …
stacking faults, play an important role in developing ultrastrong Mg alloys with moderate …
First-principles calculations of the viscosity in multicomponent metallic melts: Al-Cu-Ni as a test case
Calculating viscosity in multicompoinent metallic melts is a challenging task for both
classical and ab initio molecular dynamics simulations methods. The former may not to …
classical and ab initio molecular dynamics simulations methods. The former may not to …
A brief review of data-driven ICME for intelligently discovering advanced structural metal materials: Insight into atomic and electronic building blocks
This article presents a brief review of our case studies of data-driven Integrated
Computational Materials Engineering (ICME) for intelligently discovering advanced …
Computational Materials Engineering (ICME) for intelligently discovering advanced …
Investigation of in-liquid ordering mediated transformations in Al-Sc via ab initio molecular dynamics and unsupervised learning
D Choudhuri, BS Majumdar, H Wilkinson - Physical Review Materials, 2022 - APS
Scandium is well known to produce grain refinement in Al-based alloys, and its potency is
generally attributed to intermetallic Al 3 Sc formation within liquid phase. However, the …
generally attributed to intermetallic Al 3 Sc formation within liquid phase. However, the …
Ordering in liquid and its heredity impact on phase transformation of Mg-Al-Ca alloys
It is a long-sought goal to achieve desired mechanical properties through tailoring phase
formation in alloys, especially for complicated multi-phase alloys. In fact, unveiling …
formation in alloys, especially for complicated multi-phase alloys. In fact, unveiling …
[HTML][HTML] Description of grain boundary structure and topology in nanocrystalline aluminum using Voronoi analysis and order parameter
A Żydek, M Wermiński, ME Trybula - Computational Materials Science, 2021 - Elsevier
Grain boundaries (GB) have a significant impact on mechanical, physical properties and
microstructure of polycrystalline materials. Their studies are necessary for designing …
microstructure of polycrystalline materials. Their studies are necessary for designing …
Revealing foundations of the intergranular corrosion of 5XXX and 6XXX Al alloys
Here, the nature of intergranular corrosion features and mechanisms for commercial 5083-
H111, 6082-T6 and 6005A-T6 Al alloys are investigated comprehensively, supporting …
H111, 6082-T6 and 6005A-T6 Al alloys are investigated comprehensively, supporting …