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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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2
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Biermair F, Mendez-Martin F, Razumovskiy VI, Moitzi F, Ressel G. Microstructure-Property Correlation and Its Evolution during Aging in an Al 4.4Co 26Cr 19Fe 18Ni 27Ti 5.6 High-Entropy Alloy. MATERIALS (BASEL, SWITZERLAND) 2023; 16:2821. [PMID: 37049114 PMCID: PMC10095688 DOI: 10.3390/ma16072821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/20/2023] [Accepted: 03/30/2023] [Indexed: 06/19/2023]
Abstract
The efficient energy use in multiple sectors of modern industry is partly based on the efficient use of high-strength, high-performance alloys that retain remarkable mechanical properties at elevated and high temperatures. High-entropy alloys (HEAs) represent the most recent class of these materials with a high potential for high-temperature high-strength applications. Aside from their chemical composition and microstructure-property relationship, limited information on the effect of heat treatment as a decisive factor for alloy design is available in the literature. This work intends to contribute to this research topic by investigating the effect of heat treatment on the microstructure and mechanical performance of an Al4.4Co26Cr19Fe18Ni27Ti5.6 HEA. The solution annealed state is compared to aged states obtained at different heat treatment times at 750 °C. The temporal evolution of the matrix and the γ'-precipitates are analyzed in terms of chemical composition, crystallography, size, shape, and volume fraction by means of scanning electron microscopy, transmission electron microscopy, and atom probe tomography. The yield strength evolution and strength contributions are calculated by classical state-of-the-art models as well as by ab-initio-based calculations of the critical resolved shear stress. The findings indicate promising mechanical properties of the investigated alloy and provide insight not only into possible strengthening mechanisms but also into the evolution of main phases during the heat treatment.
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Affiliation(s)
- Florian Biermair
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria (G.R.)
| | - Francisca Mendez-Martin
- Department of Materials Science, Montanuniversität Leoben, Franz-Josef Straße 18, 8700 Leoben, Austria
| | | | - Franco Moitzi
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria (G.R.)
| | - Gerald Ressel
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria (G.R.)
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Lee C, Kim G, Chou Y, Musicó BL, Gao MC, An K, Song G, Chou YC, Keppens V, Chen W, Liaw PK. Temperature dependence of elastic and plastic deformation behavior of a refractory high-entropy alloy. SCIENCE ADVANCES 2020; 6:eaaz4748. [PMID: 32917694 PMCID: PMC11206460 DOI: 10.1126/sciadv.aaz4748] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 07/02/2020] [Indexed: 06/11/2023]
Abstract
Single-phase solid-solution refractory high-entropy alloys (HEAs) show remarkable mechanical properties, such as their high yield strength and substantial softening resistance at elevated temperatures. Hence, the in-depth study of the deformation behavior for body-centered cubic (BCC) refractory HEAs is a critical issue to explore the uncovered/unique deformation mechanisms. We have investigated the elastic and plastic deformation behaviors of a single BCC NbTaTiV refractory HEA at elevated temperatures using integrated experimental efforts and theoretical calculations. The in situ neutron diffraction results reveal a temperature-dependent elastic anisotropic deformation behavior. The single-crystal elastic moduli and macroscopic Young's, shear, and bulk moduli were determined from the in situ neutron diffraction, showing great agreement with first-principles calculations, machine learning, and resonant ultrasound spectroscopy results. Furthermore, the edge dislocation-dominant plastic deformation behaviors, which are different from conventional BCC alloys, were quantitatively described by the Williamson-Hall plot profile modeling and high-angle annular dark-field scanning transmission electron microscopy.
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Affiliation(s)
- Chanho Lee
- Department of Materials Science and Engineering, The University of Tennessee, Knoxville, TN 37996-2100, USA
| | - George Kim
- Department of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, Chicago, IL 60616, USA
| | - Yi Chou
- Department of Electrophysics, National Chiao Tung University, Hsinchu 30010, Taiwan
| | - Brianna L Musicó
- Department of Materials Science and Engineering, The University of Tennessee, Knoxville, TN 37996-2100, USA
| | - Michael C Gao
- National Energy Technology Laboratory/Leidos Research Support Team, Albany, OR 97321, USA
| | - Ke An
- Neutron Scattering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Gian Song
- Division of Advanced Materials Engineering and Institute for rare metals, Kongju National University, Cheonan, Chungnam 330-717, Republic of Korea
| | - Yi-Chia Chou
- Department of Electrophysics, National Chiao Tung University, Hsinchu 30010, Taiwan
| | - Veerle Keppens
- Department of Materials Science and Engineering, The University of Tennessee, Knoxville, TN 37996-2100, USA
| | - Wei Chen
- Department of Mechanical, Materials, and Aerospace Engineering, Illinois Institute of Technology, Chicago, IL 60616, USA
| | - Peter K Liaw
- Department of Materials Science and Engineering, The University of Tennessee, Knoxville, TN 37996-2100, USA.
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Kholtobina AS, Pippan R, Romaner L, Scheiber D, Ecker W, Razumovskiy VI. Hydrogen Trapping in bcc Iron. MATERIALS (BASEL, SWITZERLAND) 2020; 13:E2288. [PMID: 32429213 PMCID: PMC7287698 DOI: 10.3390/ma13102288] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 05/05/2020] [Accepted: 05/12/2020] [Indexed: 12/01/2022]
Abstract
Fundamental understanding of H localization in steel is an important step towards theoretical descriptions of hydrogen embrittlement mechanisms at the atomic level. In this paper, we investigate the interaction between atomic H and defects in ferromagnetic body-centered cubic (bcc) iron using density functional theory (DFT) calculations. Hydrogen trapping profiles in the bulk lattice, at vacancies, dislocations and grain boundaries (GBs) are calculated and used to evaluate the concentrations of H at these defects as a function of temperature. The results on H-trapping at GBs enable further investigating H-enhanced decohesion at GBs in Fe. A hierarchy map of trapping energies associated with the most common crystal lattice defects is presented and the most attractive H-trapping sites are identified.
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Affiliation(s)
- Anastasiia S. Kholtobina
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria; (L.R.); (D.S.); (W.E.); (V.I.R.)
- Department Materials Physics, University of Leoben, Jahnstraße 12, 8700 Leoben, Austria
| | - Reinhard Pippan
- Erich Schmid Institut of Materials Science, Austrian Academy of Sciences, Jahnstraße 12, 8700 Leoben, Austria;
| | - Lorenz Romaner
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria; (L.R.); (D.S.); (W.E.); (V.I.R.)
| | - Daniel Scheiber
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria; (L.R.); (D.S.); (W.E.); (V.I.R.)
| | - Werner Ecker
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria; (L.R.); (D.S.); (W.E.); (V.I.R.)
| | - Vsevolod I. Razumovskiy
- Materials Center Leoben Forschung GmbH, Roseggerstraße 12, 8700 Leoben, Austria; (L.R.); (D.S.); (W.E.); (V.I.R.)
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Razumovskiy VI, Hahn C, Lukas M, Romaner L. Ab Initio Study of Elastic and Mechanical Properties in FeCrMn Alloys. MATERIALS 2019; 12:ma12071129. [PMID: 30959910 PMCID: PMC6480156 DOI: 10.3390/ma12071129] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 03/29/2019] [Accepted: 04/03/2019] [Indexed: 11/26/2022]
Abstract
Mechanical properties of FeCrMn-based steels are of major importance for practical applications. In this work, we investigate mechanical properties of disordered paramagnetic fcc FeCr10–16Mn12–32 alloys using density functional theory. The effects of composition and temperature changes on the magnetic state, elastic properties and stacking fault energies of the alloys are studied. Calculated dependencies of the lattice and elastic constants are used to evaluate the effect of the solid solution strengthening by Mn and Cr using a modified Labusch-Nabarro model and a model for concentrated alloys. The effect of Cr and Mn alloying on the stacking fault energies is calculated and discussed in connection to possible deformation mechanisms.
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Affiliation(s)
| | - Carola Hahn
- Materials Center Leoben Forschung GmbH (MCL), Roseggerstraße 12, 8700 Leoben, Austria.
| | - Marina Lukas
- Materials Center Leoben Forschung GmbH (MCL), Roseggerstraße 12, 8700 Leoben, Austria.
| | - Lorenz Romaner
- Materials Center Leoben Forschung GmbH (MCL), Roseggerstraße 12, 8700 Leoben, Austria.
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Li X, Schönecker S, Simon E, Bergqvist L, Zhang H, Szunyogh L, Zhao J, Johansson B, Vitos L. Tensile strain-induced softening of iron at high temperature. Sci Rep 2015; 5:16654. [PMID: 26556127 PMCID: PMC4639729 DOI: 10.1038/srep16654] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Accepted: 10/16/2015] [Indexed: 11/09/2022] Open
Abstract
In weakly ferromagnetic materials, already small changes in the atomic configuration triggered by temperature or chemistry can alter the magnetic interactions responsible for the non-random atomic-spin orientation. Different magnetic states, in turn, can give rise to substantially different macroscopic properties. A classical example is iron, which exhibits a great variety of properties as one gradually removes the magnetic long-range order by raising the temperature towards its Curie point of TC°= 1043 K. Using first-principles theory, here we demonstrate that uniaxial tensile strain can also destabilise the magnetic order in iron and eventually lead to a ferromagnetic to paramagnetic transition at temperatures far below TC°. In consequence, the intrinsic strength of the ideal single-crystal body-centred cubic iron dramatically weakens above a critical temperature of ~500 K. The discovered strain-induced magneto-mechanical softening provides a plausible atomic-level mechanism behind the observed drop of the measured strength of Fe whiskers around 300-500 K. Alloying additions which have the capability to partially restore the magnetic order in the strained Fe lattice, push the critical temperature for the strength-softening scenario towards the magnetic transition temperature of the undeformed lattice. This can result in a surprisingly large alloying-driven strengthening effect at high temperature as illustrated here in the case of Fe-Co alloy.
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Affiliation(s)
- Xiaoqing Li
- Department of Materials Science and Engineering, KTH - Royal Institute of Technology, 10044, Stockholm, Sweden
| | - Stephan Schönecker
- Department of Materials Science and Engineering, KTH - Royal Institute of Technology, 10044, Stockholm, Sweden
| | - Eszter Simon
- Department of Theoretical Physics, Budapest University of Technology and Economics, Budafoki út 8., HU-1111, Budapest, Hungary
| | - Lars Bergqvist
- Department of Materials and Nano Physics, KTH Royal Institute of Technology, Electrum 229, SE-16440, Kista, Sweden
| | - Hualei Zhang
- Department of Materials Science and Engineering, KTH - Royal Institute of Technology, 10044, Stockholm, Sweden.,Center of Microstructure Science, Frontier Institute of Science and Technology, Xi'an Jiaotong University, 710054, Xi'an, China
| | - László Szunyogh
- Department of Theoretical Physics, Budapest University of Technology and Economics, Budafoki út 8., HU-1111, Budapest, Hungary.,MTA-BME Condensed Matter Research Group, Budafoki út 8., HU-1111, Budapest, Hungary
| | - Jijun Zhao
- Key Laboratory of Materials Modification by Laser, Ion and Electron Beams (Dalian University of Technology), Ministry of Education, 116024, Dalian, China
| | - Börje Johansson
- Department of Materials Science and Engineering, KTH - Royal Institute of Technology, 10044, Stockholm, Sweden.,Department of Physics and Astronomy, Division of Materials Theory, Uppsala University, Box 516, SE-75120, Uppsala, Sweden
| | - Levente Vitos
- Department of Materials Science and Engineering, KTH - Royal Institute of Technology, 10044, Stockholm, Sweden.,Department of Physics and Astronomy, Division of Materials Theory, Uppsala University, Box 516, SE-75120, Uppsala, Sweden.,Research Institute for Solid State Physics and Optics, Wigner Research Center for Physics, P.O. Box 49, HU-1525, Budapest, Hungary
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Stoica G, Stoica A, Miller M, Ma D. Temperature-dependent elastic anisotropy and mesoscale deformation in a nanostructured ferritic alloy. Nat Commun 2014; 5:5178. [DOI: 10.1038/ncomms6178] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 09/08/2014] [Indexed: 11/09/2022] Open
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9
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Luo HB, Hu QM, Li CM, Johansson B, Vitos L, Yang R. Magnetic properties and temperature-dependent half-metallicity of Co2Mn(Ga(1-x)Z(x)) (Z=Si, Ge, Sn) from first-principles calculation. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2013; 25:156003. [PMID: 23507927 DOI: 10.1088/0953-8984/25/15/156003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Using the first-principles exact muffin-tin orbitals method in combination with the coherent potential approximation, we investigated the magnetic properties, exchange interactions, and temperature-dependent half-metallicity of the Co2Mn(Ga1-xZx) (Z=Si, Ge, Sn) alloys. The total magnetic moment follows perfectly a previously proposed Slater-Pauling relation, i.e., μ0 = Nt - 24, with Nt being the number of valence electrons. The Co-Mn and Co1-Co2 (inter-sublattice) interactions are dominated by direct exchange, whereas the Co1-Co1 (intra-sublattice) interaction is characterized by superexchange. The Mn-Mn exchange interaction in Co2MnGa is of long-ranged RKKY-type. However, the Mn-Mn exchange interactions in Co2MnZ are relatively localized and can be attributed to superexchange. The Co-Mn, Co1-Co2 and Co1-Co1 total exchange interactions increase with x, whereas the Mn-Mn total exchange interactions show convex behavior. The calculated Curie temperature (TC) increases with x. The ability of Z to enhance TC follows the sequence of Si > Ge > Sn, in agreement with the experimental findings. The temperature dependence of the spin polarization at the Fermi level [P(T)] is investigated based on the disordered local moment model. P(T) drops abruptly at temperatures much lower than TC. At temperatures higher than 200 K, the composition with higher TC generally corresponds to larger P(T).
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Affiliation(s)
- Hu-Bin Luo
- Shenyang National Laboratory for Materials Science, Institute of Metal Research, Chinese Academy of Sciences, 72 Wenhua Road, Shenyang 110016, People's Republic of China.
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