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 …

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 …

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 …

Local lattice distortion mediated formation of stacking faults in Mg alloys

WY Wang, B Tang, SL Shang, J Wang, S Li, Y Wang… - Acta Materialia, 2019 - Elsevier
Long periodic stacking ordered phases (LPSOs), consisting of various configurations of
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

N Kondratyuk, R Ryltsev, V Ankudinov… - Journal of Molecular …, 2023 - Elsevier
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 …

A brief review of data-driven ICME for intelligently discovering advanced structural metal materials: Insight into atomic and electronic building blocks

WY Wang, B Tang, D Lin, C Zou, Y Zhang… - Journal of Materials …, 2020 - cambridge.org
This article presents a brief review of our case studies of data-driven Integrated
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 …

Ordering in liquid and its heredity impact on phase transformation of Mg-Al-Ca alloys

J You, C Wang, SL Shang, Y Gao, H Ju, H Ning… - Journal of Magnesium …, 2023 - Elsevier
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 …

[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 …

Revealing foundations of the intergranular corrosion of 5XXX and 6XXX Al alloys

L Fan, J Ma, C Zou, J Gao, H Wang, J Sun, Q Guan… - Materials Letters, 2020 - Elsevier
Here, the nature of intergranular corrosion features and mechanisms for commercial 5083-
H111, 6082-T6 and 6005A-T6 Al alloys are investigated comprehensively, supporting …