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Moitzi F, Romaner L, Ruban AV, Hodapp M, Peil OE. Ab initio framework for deciphering trade-off relationships in multi-component alloys. NPJ COMPUTATIONAL MATERIALS 2024; 10:152. [PMID: 39070695 PMCID: PMC11275555 DOI: 10.1038/s41524-024-01342-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 07/04/2024] [Indexed: 07/30/2024]
Abstract
While first-principles methods have been successfully applied to characterize individual properties of multi-principal element alloys (MPEA), their use in searching for optimal trade-offs between competing properties is hampered by high computational demands. In this work, we present a framework to explore Pareto-optimal compositions by integrating advanced ab initio-based techniques into a Bayesian multi-objective optimization workflow, complemented by a simple analytical model providing straightforward analysis of trends. We benchmark the framework by applying it to solid solution strengthening and ductility of refractory MPEAs, with the parameters of the strengthening and ductility models being efficiently computed using a combination of the coherent-potential approximation method, accounting for finite-temperature effects, and actively-learned moment-tensor potentials parameterized with ab initio data. Properties obtained from ab initio calculations are subsequently used to extend predictions of all relevant material properties to a large class of refractory alloys with the help of the analytical model validated by the data and relying on a few element-specific parameters and universal functions that describe bonding between elements. Our findings offer crucial insights into the traditional strength-vs-ductility dilemma of refractory MPEAs. The proposed framework is versatile and can be extended to other materials and properties of interest, enabling a predictive and tractable high-throughput screening of Pareto-optimal MPEAs over the entire composition space.
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Affiliation(s)
- Franco Moitzi
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, Leoben, A-8700 Austria
| | - Lorenz Romaner
- Chair of Physical Metallurgy and Metallic Materials, Department of Materials Science, University of Leoben, Roseggerstraße 12, Leoben, A-8700 Austria
| | - Andrei V. Ruban
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, Leoben, A-8700 Austria
- Department of Materials Science and Engineering, Royal Institute of Technology, 10044 Stockholm, Sweden
| | - Max Hodapp
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, Leoben, A-8700 Austria
| | - Oleg E. Peil
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, Leoben, A-8700 Austria
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Cleavages along {110} in bcc iron emit dislocations from the curved crack fronts. Sci Rep 2022; 12:19701. [PMID: 36385636 PMCID: PMC9668986 DOI: 10.1038/s41598-022-24357-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/14/2022] [Indexed: 11/18/2022] Open
Abstract
Body-centered-cubic (bcc) transition metals, such as \documentclass[12pt]{minimal}
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\begin{document}$$\alpha $$\end{document}α-Fe and W, cleave along the {100} plane, even though the surface energy is the lowest along the {110} plane. To unravel the mechanism of this odd response, large-scale atomistic simulations of curved cleavage cracks of \documentclass[12pt]{minimal}
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\begin{document}$$\alpha $$\end{document}α-Fe were conducted in association with stress intensity factor analyses of straight crack fronts using an interatomic potential created by an artificial neural network technique. The study provides novel findings: Dislocations are emitted from the crack fronts along the {110} cleavage plane, and this phenomenon explains why the {100} plane can be the cleavage plane. However, the simple straight crack-front analyses did not yield the same conclusion. It is suggested that atomistic modeling, at sufficiently large scales to capture the inherent complexities of materials using highly accurate potentials, is necessary to correctly predict the mechanical strength. The method adopted in this study is generally applicable to the cleavage problem of bcc transition metals and alloys.
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Scherbring S, Chen G, Veltel B, Bartzsch G, Richter J, Vollmer M, Blankenburg M, Shyamal S, Volkova O, Niendorf T, Lienert U, Sahu P, Mola J. Microstructural Constituents and Mechanical Properties of Low-Density Fe-Cr-Ni-Mn-Al-C Stainless Steels. MATERIALS 2022; 15:ma15155121. [PMID: 35897554 PMCID: PMC9332424 DOI: 10.3390/ma15155121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 07/19/2022] [Accepted: 07/20/2022] [Indexed: 02/06/2023]
Abstract
Metallic material concepts associated with the sustainable and efficient use of resources are currently the subject of intensive research. Al addition to steel offers advantages in view of lightweight, durability, and efficient use of high-Fe scrap from the Al industry. In the present work, Al was added to Fe-12Cr-(9,12)Ni-3Mn-0.3C-xAl (x = 0.1–6) (wt.%) stainless steels to assess its influence on microstructure and mechanical properties. According to density measurements based on Archimedes’ principle, densities were between 7.70 and 7.08 g/cm3. High-energy X-ray diffraction estimations of the lattice parameter indicated that nearly 31% of density reduction was caused by the lattice expansion associated with Al addition. Depending on Al concentration, austenitic and duplex matrix microstructures were obtained at room temperature. In the presence of up to 3 wt.% Al, the microstructure remained austenitic. At the same time, strength and hardness were slightly enhanced. Al addition in higher quantities resulted in the formation of duplex matrix microstructures with enhanced yield strength but reduced ductility compared to the austenitic alloys. Due to the ready formation of B2-(Ni,Fe)Al intermetallics in the ferrite phase of the present alloy system, the increase in strength due to the presence of ferrite was more pronounced compared to standard duplex stainless steels. The occurrence of B2 intermetallics was implied by dilatometry measurements and confirmed by electron microscopy examinations and high-energy X-ray diffraction measurements.
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Affiliation(s)
- Steffen Scherbring
- Materials Design and Structural Integrity Laboratory, Faculty of Engineering and Computer Sciences, Osnabrück University of Applied Sciences, 49076 Osnabrück, Germany; (S.S.); (G.C.); (B.V.)
| | - Guanghui Chen
- Materials Design and Structural Integrity Laboratory, Faculty of Engineering and Computer Sciences, Osnabrück University of Applied Sciences, 49076 Osnabrück, Germany; (S.S.); (G.C.); (B.V.)
| | - Bastian Veltel
- Materials Design and Structural Integrity Laboratory, Faculty of Engineering and Computer Sciences, Osnabrück University of Applied Sciences, 49076 Osnabrück, Germany; (S.S.); (G.C.); (B.V.)
| | - Gert Bartzsch
- Institute of Iron and Steel Technology, Technische Universität Bergakademie Freiberg, 09599 Freiberg, Germany; (G.B.); (O.V.)
| | - Julia Richter
- Institute of Materials Engineering—Metallic Materials, University of Kassel, 34125 Kassel, Germany; (J.R.); (M.V.); (T.N.)
| | - Malte Vollmer
- Institute of Materials Engineering—Metallic Materials, University of Kassel, 34125 Kassel, Germany; (J.R.); (M.V.); (T.N.)
| | - Malte Blankenburg
- Deutsches Elektronen-Synchrotron (DESY), Photon Science, 22607 Hamburg, Germany; (M.B.); (U.L.)
| | - Saikat Shyamal
- Department of Physics, Jadavpur University, Kolkata 700032, India; (S.S.); (P.S.)
| | - Olena Volkova
- Institute of Iron and Steel Technology, Technische Universität Bergakademie Freiberg, 09599 Freiberg, Germany; (G.B.); (O.V.)
| | - Thomas Niendorf
- Institute of Materials Engineering—Metallic Materials, University of Kassel, 34125 Kassel, Germany; (J.R.); (M.V.); (T.N.)
| | - Ulrich Lienert
- Deutsches Elektronen-Synchrotron (DESY), Photon Science, 22607 Hamburg, Germany; (M.B.); (U.L.)
| | - Puspendu Sahu
- Department of Physics, Jadavpur University, Kolkata 700032, India; (S.S.); (P.S.)
| | - Javad Mola
- Materials Design and Structural Integrity Laboratory, Faculty of Engineering and Computer Sciences, Osnabrück University of Applied Sciences, 49076 Osnabrück, Germany; (S.S.); (G.C.); (B.V.)
- Correspondence:
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Zhao X, Liu B, Li J, Nan J. Ab initio molecular dynamics simulations on the adsorption of 1-hydroxyethane-1,1-diphosphonic acid on the iron (100) surface. NEW J CHEM 2022. [DOI: 10.1039/d2nj00668e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Through IRI, Bader charges and ELF analysis, an electrostatic interaction network exists between HEDP and the iron (100) surface, which is responsible for the stability of the adsorption state.
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Affiliation(s)
- Xiaoyang Zhao
- School of Geomatic and Environmental Engineering, Henan Polytechnic Institute, Nanyang 473000, P. R. China
| | - Bin Liu
- School of Electronic and Information Engineering, Henan Polytechnic Institute, Nanyang 473000, P. R. China
| | - Jianhua Li
- School of Geomatic and Environmental Engineering, Henan Polytechnic Institute, Nanyang 473000, P. R. China
| | - Junmin Nan
- School of Chemistry, South China Normal University, Guangzhou 510006, P. R. China
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Van Order M, Sinha S, Wang H, Wu R, Gaskell K, Flatau A. Non‐Destructive Surface Energy Measurements on (1 0 0) Galfenol. ADVANCED THEORY AND SIMULATIONS 2018. [DOI: 10.1002/adts.201800043] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Michael Van Order
- Department of Materials Science and Engineering University of Maryland College Park MD 20742 USA
| | - Shayandev Sinha
- Department of Mechanical Engineering University of Maryland College Park MD 20742 USA
| | - Hui Wang
- Department of Physics and Astronomy University of California Irvine CA 92697‐4575 USA
| | - Ruqian Wu
- Department of Physics and Astronomy University of California Irvine CA 92697‐4575 USA
| | - Karen Gaskell
- Department of Chemistry and Biochemistry University of Maryland College Park MD 20742 USA
| | - Alison Flatau
- Department of Materials Science and Engineering University of Maryland College Park MD 20742 USA
- Department of Aerospace Engineering University of Maryland College Park MD 20742 USA
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Okamoto PR, Santhanam AT, Wiedersich H, Taylor A. Impurity Redistribution around Voids in lon-Bombarded Vanadium. NUCL TECHNOL 2017. [DOI: 10.13182/nt74-a16273] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- P. R. Okamoto
- Argonne National Laboratory, Materials Science Division, Argonne, Illinois 60439
| | - A. T. Santhanam
- Argonne National Laboratory, Materials Science Division, Argonne, Illinois 60439
| | - H. Wiedersich
- Argonne National Laboratory, Materials Science Division, Argonne, Illinois 60439
| | - A. Taylor
- Argonne National Laboratory, Materials Science Division, Argonne, Illinois 60439
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Wallin K, Saario T, Törrönen K. Statistical model for carbide induced brittle fracture in steel. ACTA ACUST UNITED AC 2013. [DOI: 10.1179/030634584790420384] [Citation(s) in RCA: 215] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Miyoshi K, Buckley DH. Correlation of Tensile and Shear Strengths of Metals with Their Friction Properties. ACTA ACUST UNITED AC 2008. [DOI: 10.1080/05698198408981540] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Liu J, Bilello JC. Temperature dependence of dislocation structure at the crack tip of fractured single crystals of molybdenum. ACTA ACUST UNITED AC 2006. [DOI: 10.1080/01418617808239235] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Bozzolo G, Ferrante J, Rodr�guez AM. Modelling of surfaces. I. Monatomic metallic surfaces using equivalent crystal theory. ACTA ACUST UNITED AC 1994. [DOI: 10.1007/bf00712853] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Perdew JP, Wang Y, Engel E. Liquid-drop model for crystalline metals: Vacancy-formation, cohesive, and face-dependent surface energies. PHYSICAL REVIEW LETTERS 1991; 66:508-511. [PMID: 10043825 DOI: 10.1103/physrevlett.66.508] [Citation(s) in RCA: 31] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Chen SH, Katz Y, Gerberich W. On the directional dependency of microplasticity for cleavage in Fe-3wt%Si single crystals. ACTA ACUST UNITED AC 1990. [DOI: 10.1016/0956-716x(90)90311-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Hasouna AT, Nogi K, Ogino K. Influence of Oxygen Partial Pressure on the Wettability of Solid Fe by Liquid Bi. ACTA ACUST UNITED AC 1990. [DOI: 10.2320/matertrans1989.31.302] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
| | - K. Nogi
- Department of Materials Science and Processing, Faculty of Engineering, Osaka University
| | - K. Ogino
- Department of Materials Science and Processing, Faculty of Engineering, Osaka University
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Ohr S. An electron microscope study of crack tip deformation and its impact on the dislocation theory of fracture. ACTA ACUST UNITED AC 1985. [DOI: 10.1016/0025-5416(85)90064-3] [Citation(s) in RCA: 292] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Pharr G, Barnett D, Nix W. A critique of the ayres-stein method of predicting cleavage planes in metals. ACTA ACUST UNITED AC 1978. [DOI: 10.1016/0036-9748(78)90005-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Matsui H, Kimura H. A mechanism of the “unexpected {110} slip” observed in BCC metals deformed at low temperatures. ACTA ACUST UNITED AC 1973. [DOI: 10.1016/0036-9748(73)90139-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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