A comparative study of predicting high entropy alloy phase fractions with traditional machine learning and deep neural networks

S Liu, B Bocklund, J Diffenderfer, S Chaganti… - npj Computational …, 2024 - nature.com
Predicting phase stability in high entropy alloys (HEAs), such as phase fractions as functions
of composition and temperature, is essential for understanding alloy properties and …

Transition Metal–MoS2 Reactions: Review and Thermodynamic Predictions

AC Domask, RL Gurunathan, SE Mohney - Journal of Electronic Materials, 2015 - Springer
Molybdenum disulfide is a layered transition-metal dichalcogenide semiconductor that is
attracting renewed attention for its potential use in future nanoscale electronics …

CSUTDCC1—A thermodynamic database for multicomponent cemented carbides

Y Peng, Y Du, P Zhou, W Zhang, W Chen… - International Journal of …, 2014 - Elsevier
The CALPHAD technique is a powerful tool for materials processing and alloy design. The
quality of CALPHAD-type calculations is strongly dependent on the quality of the …

Formation of complex intermetallic phases in novel refractory high-entropy alloys NbMoCrTiAl and TaMoCrTiAl: Thermodynamic assessment and experimental …

F Müller, B Gorr, HJ Christ, H Chen… - Journal of Alloys and …, 2020 - Elsevier
In this work, we present the results of the thermodynamic assessment of two equiatomic
refractory High Entropy Alloys (HEAs), namely TaMoCrTiAl and NbMoCrTiAl, in the …

Crystallography, thermodynamics and phase transitions in refractory binary alloys

AR Natarajan, P Dolin, A Van der Ven - Acta Materialia, 2020 - Elsevier
We investigate phase stability in all binary alloys comprised of elements from groups 4 (Ti,
Zr, Hf), 5 (V, Nb, Ta) and 6 (Cr, Mo, W) of the periodic table. First-principles calculations of …

High entropy Al0. 5CrMoNbTa0. 5 alloy: Additive manufacturing vs. casting vs. CALPHAD approval calculations

A Katz-Demyanetz, II Gorbachev, E Eshed… - Materials …, 2020 - Elsevier
This paper reports on a temperature-dependent microstructural examination of a BCC-
based High Entropy Alloy (HEA) Al 0.5 CrMoNbTa 0.5, produced by arc-melting and electron …

Densification, grain growth mechanism and mechanical properties of Mo10Nb refractory targets fabricated by SPS

L Huang, Y Pan, J Zhang, Y Du, Y Zhang… - International Journal of …, 2021 - Elsevier
Abstract Refractory Mosingle bond 10Nb targets were fabricated by spark plasma sintering
(SPS) technology at an extensive range of preparation temperatures (900–1800° C) and …

[HTML][HTML] Discovery of Ni activated sintering of MoNbTaW predicted by a computed grain boundary diagram

S Shivakumar, K Song, C Wang, T Lei, HL Xin… - Scripta Materialia, 2024 - Elsevier
Activated sintering of refractory metals represents a classical phenomenon in powder
metallurgy. This study discovers that Ni addition can enhance sintering of MoNbTaW both …

Low‐temperature synthesis and oxidation resistance of random combination of Hf, Nb, and Ta carbides microcuboids

X Geng, W Xu, X Huang, C Ding… - Journal of the …, 2022 - Wiley Online Library
Based on the dissolution‐precipitation mechanism, this article successfully synthesized
binary and ternary transition metal carbide microcuboids with random combinations of Hf …

Thermodynamic description of the Ti-Mo-Nb-Ta-Zr system and its implications for phase stability of Ti bio-implant materials

C Marker, SL Shang, JC Zhao, ZK Liu - Calphad, 2018 - Elsevier
Titanium alloys are great candidates for applications such as biomedical implants that
require biocompatibility, a low Young's modulus and a high strength. However, the …