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Tan T, Han X, Liu Y, Wang H, Lu X, Chen Y. Accurate Ti-Al-Nb ternary interatomic potential development using deep neural networks for TiAl PST single crystals. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2025; 37:205002. [PMID: 40239688 DOI: 10.1088/1361-648x/adcdb2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2025] [Accepted: 04/16/2025] [Indexed: 04/18/2025]
Abstract
A deep learning-driven Ti-Al-Nb ternary interatomic potential is developed continuously through DP-GEN framework, combining first-principles accuracy with molecular dynamics scalability. The neural network potential demonstrates exceptional transferability in predicting critical properties of Nb-dopedγ-TiAl andα2-Ti3Al phases. Nb influence on shear deformation inα2-Ti3Al is investigated. Meanwhile, Nb-dopedα2/γinterface tensile perpendicular to the interface and shear simulations along 1/2[11¯0] and 1/2[112¯] are performed in order to simulate the local configurations in Ti-Al PST single crystals. This model provides a computational framework for interfacial engineering in lamellar TiAl alloys.
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Affiliation(s)
- Tianlun Tan
- State Key Laboratory of Advanced Special Steel, Shanghai Key Laboratory of Advanced Ferrometallurgy, School of Materials Science and Engineering, Shanghai University, 99 Shangda Road, Baoshan District, Shanghai 200444, People's Republic of China
| | - Xiangjie Han
- State Key Laboratory of Advanced Special Steel, Shanghai Key Laboratory of Advanced Ferrometallurgy, School of Materials Science and Engineering, Shanghai University, 99 Shangda Road, Baoshan District, Shanghai 200444, People's Republic of China
| | - Yuzhen Liu
- State Key Laboratory of Advanced Special Steel, Shanghai Key Laboratory of Advanced Ferrometallurgy, School of Materials Science and Engineering, Shanghai University, 99 Shangda Road, Baoshan District, Shanghai 200444, People's Republic of China
| | - Hao Wang
- State Key Laboratory of Advanced Special Steel, Shanghai Key Laboratory of Advanced Ferrometallurgy, School of Materials Science and Engineering, Shanghai University, 99 Shangda Road, Baoshan District, Shanghai 200444, People's Republic of China
| | - Xiaogang Lu
- State Key Laboratory of Advanced Special Steel, Shanghai Key Laboratory of Advanced Ferrometallurgy, School of Materials Science and Engineering, Shanghai University, 99 Shangda Road, Baoshan District, Shanghai 200444, People's Republic of China
| | - Ying Chen
- Department of Nanomechanics, School of Engineering, Tohoku University, 6-6-01 Aramakiaoba, Aoba-ku, Sendai 980-8579, Japan
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Singh V, Mondal C, Bhattacharjee PP, Ghosal P. Microstructural Characterization by Automated Crystal Orientation and Phase Mapping by Precession Electron Diffraction in TEM: Application to Hot Deformation of a γ-TiAl-based Alloy. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2019; 25:1457-1465. [PMID: 30973126 DOI: 10.1017/s1431927619000394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Microstructural evolution of a hot deformed γ-TiAl-based Ti-45Al-8Nb-2Cr-0.2B (at.%) alloy has been studied using an advanced characterization technique called automated crystal orientation and phase mapping by precession electron diffraction carried out in a transmission electron microscope (with a NanoMEGAS attachment). It has been observed that the technique, having a capability to recognize diffraction patterns with improved accuracy and reliability, is particularly suitable for characterization of complex microstructural features evolved during hot deformation of multiphase (α2 + γ + β)-based TiAl alloys. Examples of coupled orientations and phase maps of the present alloy demonstrate that the accurate reproduction of the very fine lamellar structure (α2 + γ + γ) is feasible due to its inherent high-spatial resolution and absence of a pseudo-symmetry effect. It enables identification of salient features of γ-TiAl deformation behavior in terms of misorientation analyses (GAM, GOS, and KAM) and transformation characteristics of very fine lamellar constituent phases. Apart from conventional strain analyses from the orientation database, an attempt has been made to image the dislocation sub-structure of γ-phases, which supplements the deformation structure evaluation using this new technique.
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Affiliation(s)
- Vajinder Singh
- Defence Metallurgical Research Laboratory (DMRL), Kanchanbagh, Hyderabad-500058, India
- Department of Materials Science and Metallurgical Engineering, Indian Institute of Technology, Kandi, Hyderabad-502285, India
| | - Chandan Mondal
- Defence Metallurgical Research Laboratory (DMRL), Kanchanbagh, Hyderabad-500058, India
| | - P P Bhattacharjee
- Department of Materials Science and Metallurgical Engineering, Indian Institute of Technology, Kandi, Hyderabad-502285, India
| | - P Ghosal
- Defence Metallurgical Research Laboratory (DMRL), Kanchanbagh, Hyderabad-500058, India
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Yamaguchi M, Inui H, Kishida K, Matsumoro M, Shirai Y. Gamma Titanium Aluminide Alloys. ACTA ACUST UNITED AC 2011. [DOI: 10.1557/proc-364-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
AbstractExtensive progress and improvements have been made in the science and technology of gamma titanium aluminide alloys within the last decade. In particular, our understanding of their microstructural characteristics and property/microstructurc relationships has been substantially deepened. Based on these achievements, various engineering two-phase gamma alloys have been developed and their mechanical and chemical properties have been assessed. Aircraft and automotive industries arc pursuing their introduction for various structural components. At the same time, recent basic studies on the mechanical properties of two-phase gamma alloys, in particular with a controlled lamellar structure have provided a considerable amount of fundamental information on the deformation and fracture mechanisms of the two-phase gamma alloys. The results of such basic studies are incorporated in the recent alloy and microstructure design of two-phase gamma alloys. In this paper, such recent advances in the research and development of the two-phase gamma alloys and industrial involvement are summarized.
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Ding Y, Fan F, Tian Z, Wang ZL. Atomic Structure of Au−Pd Bimetallic Alloyed Nanoparticles. J Am Chem Soc 2010; 132:12480-6. [DOI: 10.1021/ja105614q] [Citation(s) in RCA: 205] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Yong Ding
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0245, and Department of Chemistry, Xiamen University, Xiamen 361005, China
| | - Fengru Fan
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0245, and Department of Chemistry, Xiamen University, Xiamen 361005, China
| | - Zhongqun Tian
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0245, and Department of Chemistry, Xiamen University, Xiamen 361005, China
| | - Zhong Lin Wang
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-0245, and Department of Chemistry, Xiamen University, Xiamen 361005, China
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Shang P, Cheng TT, Aindow M. A high-resolution electron microscopy study of steps on lamellar γ-α2interfaces in a low-misfit TiAl-based alloy. ACTA ACUST UNITED AC 1999. [DOI: 10.1080/01418619908214299] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Howe JM. Atomic Structure, Composition, Mechanisms and Dynamics of Transformation Interfaces in Diffusional Phase Transformations. ACTA ACUST UNITED AC 1998. [DOI: 10.2320/matertrans1989.39.3] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- James M. Howe
- Department of Materials Science and Engineering, University of Virginia
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Loubradou M, Bonnet R, Pénisson JM. Glide transfer across structural twin plates in TiAl involving faults and deformation nanotwins. ACTA ACUST UNITED AC 1995. [DOI: 10.1080/01418619508236262] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Jin Z, Bieler TR. Anin-situobservation of mechanical twin nucleation and propagation in TiAl. ACTA ACUST UNITED AC 1995. [DOI: 10.1080/01418619508236229] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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