Efficient Ab initio Modeling of Random Multicomponent Alloys
Abstract
Here, we present in this Letter a novel small set of ordered structures (SSOS) method that allows extremely efficient ab initio modeling of random multi-component alloys. Using inverse II-III spinel oxides and equiatomic quinary bcc (so-called high entropy) alloys as examples, we also demonstrate that a SSOS can achieve the same accuracy as a large supercell or a well-converged cluster expansion, but with significantly reduced computational cost. In particular, because of this efficiency, a large number of quinary alloy compositions can be quickly screened, leading to the identification of several new possible high entropy alloy chemistries. Furthermore, the SSOS method developed here can be broadly useful for the rapid computational design of multi-component materials, especially those with a large number of alloying elements, a challenging problem for other approaches.
- Authors:
-
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Publication Date:
- Research Org.:
- Idaho National Lab. (INL), Idaho Falls, ID (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE National Nuclear Security Administration (NNSA)
- OSTI Identifier:
- 1357610
- Alternate Identifier(s):
- OSTI ID: 1240764
- Report Number(s):
- INL/JOU-16-37959
Journal ID: ISSN 0031-9007; PRLTAO
- Grant/Contract Number:
- AC07-05ID14517; AC52-06NA25396
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Physical Review Letters
- Additional Journal Information:
- Journal Volume: 116; Journal Issue: 10; Journal ID: ISSN 0031-9007
- Publisher:
- American Physical Society (APS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 36 MATERIALS SCIENCE; computational materials science; random alloys
Citation Formats
Jiang, Chao, and Uberuaga, Blas P. Efficient Ab initio Modeling of Random Multicomponent Alloys. United States: N. p., 2016.
Web. doi:10.1103/PhysRevLett.116.105501.
Jiang, Chao, & Uberuaga, Blas P. Efficient Ab initio Modeling of Random Multicomponent Alloys. United States. https://doi.org/10.1103/PhysRevLett.116.105501
Jiang, Chao, and Uberuaga, Blas P. Tue .
"Efficient Ab initio Modeling of Random Multicomponent Alloys". United States. https://doi.org/10.1103/PhysRevLett.116.105501. https://www.osti.gov/servlets/purl/1357610.
@article{osti_1357610,
title = {Efficient Ab initio Modeling of Random Multicomponent Alloys},
author = {Jiang, Chao and Uberuaga, Blas P.},
abstractNote = {Here, we present in this Letter a novel small set of ordered structures (SSOS) method that allows extremely efficient ab initio modeling of random multi-component alloys. Using inverse II-III spinel oxides and equiatomic quinary bcc (so-called high entropy) alloys as examples, we also demonstrate that a SSOS can achieve the same accuracy as a large supercell or a well-converged cluster expansion, but with significantly reduced computational cost. In particular, because of this efficiency, a large number of quinary alloy compositions can be quickly screened, leading to the identification of several new possible high entropy alloy chemistries. Furthermore, the SSOS method developed here can be broadly useful for the rapid computational design of multi-component materials, especially those with a large number of alloying elements, a challenging problem for other approaches.},
doi = {10.1103/PhysRevLett.116.105501},
journal = {Physical Review Letters},
number = 10,
volume = 116,
place = {United States},
year = {2016},
month = {3}
}
Web of Science
Works referenced in this record:
Generalized Gradient Approximation Made Simple
journal, October 1996
- Perdew, John P.; Burke, Kieron; Ernzerhof, Matthias
- Physical Review Letters, Vol. 77, Issue 18, p. 3865-3868
Coherent-Potential Approximation for a Nonoverlapping-Muffin-Tin-Potential Model of Random Substitutional Alloys
journal, March 1972
- Gyorffy, B. L.
- Physical Review B, Vol. 5, Issue 6
Computational high-throughput screening of electrocatalytic materials for hydrogen evolution
journal, October 2006
- Greeley, Jeff; Jaramillo, Thomas F.; Bonde, Jacob
- Nature Materials, Vol. 5, Issue 11, p. 909-913
First-principles study of ternary bcc alloys using special quasi-random structures
journal, September 2009
- Jiang, Chao
- Acta Materialia, Vol. 57, Issue 16
Hybrid functionals based on a screened Coulomb potential
journal, May 2003
- Heyd, Jochen; Scuseria, Gustavo E.; Ernzerhof, Matthias
- The Journal of Chemical Physics, Vol. 118, Issue 18
Refractory high-entropy alloys
journal, September 2010
- Senkov, O. N.; Wilks, G. B.; Miracle, D. B.
- Intermetallics, Vol. 18, Issue 9
Alloy Design and Properties Optimization of High-Entropy Alloys
journal, July 2012
- Zhang, Y.; Yang, X.; Liaw, P. K.
- JOM, Vol. 64, Issue 7
Microstructures and Crackling Noise of AlxNbTiMoV High Entropy Alloys
journal, February 2014
- Chen, Shu; Yang, Xiao; Dahmen, Karin
- Entropy, Vol. 16, Issue 2
Combined Electronic Structure and Evolutionary Search Approach to Materials Design
journal, June 2002
- Jóhannesson, G. H.; Bligaard, T.; Ruban, A. V.
- Physical Review Letters, Vol. 88, Issue 25
Microstructure and room temperature properties of a high-entropy TaNbHfZrTi alloy
journal, May 2011
- Senkov, O. N.; Scott, J. M.; Senkova, S. V.
- Journal of Alloys and Compounds, Vol. 509, Issue 20
The inverse band-structure problem of finding an atomic configuration with given electronic properties
journal, November 1999
- Franceschetti, Alberto; Zunger, Alex
- Nature, Vol. 402, Issue 6757
Cation disorder in Mg O ( = Al, Ga, In) spinels from first principles
journal, July 2012
- Jiang, Chao; Sickafus, Kurt E.; Stanek, Christopher R.
- Physical Review B, Vol. 86, Issue 2
Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
journal, October 1996
- Kresse, G.; Furthmüller, J.
- Physical Review B, Vol. 54, Issue 16, p. 11169-11186
Nanostructured High-Entropy Alloys with Multiple Principal Elements: Novel Alloy Design Concepts and Outcomes
journal, May 2004
- Yeh, J.-W.; Chen, S.-K.; Lin, S.-J.
- Advanced Engineering Materials, Vol. 6, Issue 5, p. 299-303
Stainless steel optimization from quantum mechanical calculations
journal, December 2002
- Vitos, Levente; Korzhavyi, Pavel A.; Johansson, Börje
- Nature Materials, Vol. 2, Issue 1
From ultrasoft pseudopotentials to the projector augmented-wave method
journal, January 1999
- Kresse, G.; Joubert, D.
- Physical Review B, Vol. 59, Issue 3, p. 1758-1775
First-principles study of binary bcc alloys using special quasirandom structures
journal, June 2004
- Jiang, Chao; Wolverton, C.; Sofo, Jorge
- Physical Review B, Vol. 69, Issue 21
Generalized cluster description of multicomponent systems
journal, November 1984
- Sanchez, J. M.; Ducastelle, F.; Gratias, D.
- Physica A: Statistical Mechanics and its Applications, Vol. 128, Issue 1-2
Identification of cathode materials for lithium batteries guided by first-principles calculations
journal, April 1998
- Ceder, G.; Chiang, Y. -M.; Sadoway, D. R.
- Nature, Vol. 392, Issue 6677
The alloy theoretic automated toolkit: A user guide
journal, December 2002
- van de Walle, A.; Asta, M.; Ceder, G.
- Calphad, Vol. 26, Issue 4
Ionic high-pressure form of elemental boron
journal, January 2009
- Oganov, Artem R.; Chen, Jiuhua; Gatti, Carlo
- Nature, Vol. 457, Issue 7231
Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD)
journal, September 2013
- Saal, James E.; Kirklin, Scott; Aykol, Muratahan
- JOM, Vol. 65, Issue 11
Special quasirandom structures
journal, July 1990
- Zunger, Alex; Wei, S.-H.; Ferreira, L. G.
- Physical Review Letters, Vol. 65, Issue 3, p. 353-356
First principles high throughput screening of oxynitrides for water-splitting photocatalysts
journal, January 2013
- Wu, Yabi; Lazic, Predrag; Hautier, Geoffroy
- Energy Environ. Sci., Vol. 6, Issue 1
Thermodynamic stability of Co–Al–W L12 γ′
journal, April 2013
- Saal, James E.; Wolverton, C.
- Acta Materialia, Vol. 61, Issue 7
Microstructure and Compressive Properties of NbTiVTaAlx High Entropy Alloys
journal, January 2012
- Yang, X.; Zhang, Y.; Liaw, P. K.
- Procedia Engineering, Vol. 36
Crystal structure and stability of complex precipitate phases in Al–Cu–Mg–(Si) and Al–Zn–Mg alloys
journal, September 2001
- Wolverton, C.
- Acta Materialia, Vol. 49, Issue 16
First-principles study of ternary fcc solution phases from special quasirandom structures
journal, October 2007
- Shin, Dongwon; van de Walle, Axel; Wang, Yi
- Physical Review B, Vol. 76, Issue 14
Discovery of a Superconducting High-Entropy Alloy
journal, September 2014
- Koželj, P.; Vrtnik, S.; Jelen, A.
- Physical Review Letters, Vol. 113, Issue 10
Experimental and theoretical study of Ti20Zr20Hf20Nb20X20 (X=V or Cr) refractory high-entropy alloys
journal, November 2014
- Fazakas, É.; Zadorozhnyy, V.; Varga, L. K.
- International Journal of Refractory Metals and Hard Materials, Vol. 47
Works referencing / citing this record:
Revealing the Microstates of Body-Centered-Cubic (BCC) Equiatomic High Entropy Alloys
journal, June 2017
- Wang, William Yi; Wang, Jun; Lin, Deye
- Journal of Phase Equilibria and Diffusion, Vol. 38, Issue 4
Science and technology in high-entropy alloys
journal, January 2018
- Zhang, Weiran; Liaw, Peter K.; Zhang, Yong
- Science China Materials, Vol. 61, Issue 1
First-principles-based prediction of yield strength in the RhIrPdPtNiCu high-entropy alloy
journal, February 2019
- Yin, Binglun; Curtin, William A.
- npj Computational Materials, Vol. 5, Issue 1
Theoretical investigations on structural, elastic, thermodynamic and electronic properties of Al 3 Ti and Al 3 V compounds in L1 2 structure under high pressure
journal, February 2019
- Meng, Fan-Shun; Yao, Zhen; Všianská, Monika
- Materials Research Express, Vol. 6, Issue 5
Computational characterization of the structural and mechanical properties of Al x CoCrFeNiTi 1− x high entropy alloys
journal, July 2019
- Bao, Nanyun; Zuo, Jie; Du, Zhenyu
- Materials Research Express, Vol. 6, Issue 9
Modeling the structure and thermodynamics of high-entropy alloys
journal, July 2018
- Widom, Michael
- Journal of Materials Research, Vol. 33, Issue 19
Elasticity of high-entropy alloys from ab initio theory
journal, August 2018
- Huang, Shuo; Tian, Fuyang; Vitos, Levente
- Journal of Materials Research, Vol. 33, Issue 19
A Review of Multi-Scale Computational Modeling Tools for Predicting Structures and Properties of Multi-Principal Element Alloys
journal, February 2019
- Beyramali Kivi, Mohsen; Hong, Yu; Asle Zaeem, Mohsen
- Metals, Vol. 9, Issue 2