Theoretical search for possible Li–Ni–B crystal structures using an adaptive genetic algorithm
Abstract
The structural diversity of rare-earth and transition metal borides indicates that alkali-transition metal borides (A-T-B) show tremendous promise in exhibiting a variety of crystal structures with different dimensionalities of T-B frameworks. On the other hand, the A-T-B ternary systems are severely underexplored because of the synthetic challenges associated with their preparation. Accurate and efficient computational predictions of low-energy stable and metastable phases can identify the optimal compositions of the hypothetical compounds in the A-T-B systems to guide the synthesis. As such, in this work, we have computationally discovered several new phases in the Li–Ni–B ternary system. The newly discovered LiNiB, Li2Ni3B, and Li2NiB phases expand the existing theoretical database, and the convex-hull surface of Li–Ni–B has been re-constructed. The lowest energy structure of the LiNiB compound has been found by an adaptive genetic algorithm with layered motif, which matches with the experimentally determined structure. According to our electrochemical calculations, LiNiB and another predicted layered Li2NiB compounds have great potential as anode materials for lithium batteries. The Li2Ni3B compound with the space group P4332 was predicted to crystallize in a cubic structure composed of distorted octahedral units of BNi6, which is isostructural to two noncentrosymmetric superconductors Li2Pd3B and Li2Pt3B. While wemore »
- Authors:
-
- Univ. of Science and Technology of China, Hefei (China); Ames Lab., Ames, IA (United States); Iowa State Univ., Ames, IA (United States)
- Ames Lab., Ames, IA (United States); Iowa State Univ., Ames, IA (United States)
- Iowa State Univ., Ames, IA (United States)
- Xiamen Univ. (China)
- Univ. of Science and Technology of China, Hefei (China)
- Ames Lab., Ames, IA (United States); Iowa State Univ., Ames, IA (United States); Univ. of Science and Technology of China, Hefei (China). Hefei National Lab. for Physics Sciences at the Microscale
- Publication Date:
- Research Org.:
- Ames Lab., Ames, IA (United States)
- Sponsoring Org.:
- University of Science and Technology of China (USTC); China Scholarship Council (CSC); National Natural Science Foundation of China (NSFC); USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22). Materials Sciences & Engineering Division
- OSTI Identifier:
- 1606245
- Alternate Identifier(s):
- OSTI ID: 1602326
- Report Number(s):
- IS-J-10176
Journal ID: ISSN 0021-8979; TRN: US2104714
- Grant/Contract Number:
- AC02-07CH11358; 201906340034; 201806310018; 11774324; 11574284
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Applied Physics
- Additional Journal Information:
- Journal Volume: 127; Journal Issue: 9; Journal ID: ISSN 0021-8979
- Publisher:
- American Institute of Physics (AIP)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 36 MATERIALS SCIENCE
Citation Formats
Wang, Renhai, Sun, Yang, Gvozdetskyi, Volodymyr, Zhao, Xin, Zhang, Feng, Xu, Lin-Han, Zaikina, Julia V., Lin, Zijing, Wang, Cai-Zhuang, and Ho, Kai-Ming. Theoretical search for possible Li–Ni–B crystal structures using an adaptive genetic algorithm. United States: N. p., 2020.
Web. doi:10.1063/1.5138642.
Wang, Renhai, Sun, Yang, Gvozdetskyi, Volodymyr, Zhao, Xin, Zhang, Feng, Xu, Lin-Han, Zaikina, Julia V., Lin, Zijing, Wang, Cai-Zhuang, & Ho, Kai-Ming. Theoretical search for possible Li–Ni–B crystal structures using an adaptive genetic algorithm. United States. https://doi.org/10.1063/1.5138642
Wang, Renhai, Sun, Yang, Gvozdetskyi, Volodymyr, Zhao, Xin, Zhang, Feng, Xu, Lin-Han, Zaikina, Julia V., Lin, Zijing, Wang, Cai-Zhuang, and Ho, Kai-Ming. Mon .
"Theoretical search for possible Li–Ni–B crystal structures using an adaptive genetic algorithm". United States. https://doi.org/10.1063/1.5138642. https://www.osti.gov/servlets/purl/1606245.
@article{osti_1606245,
title = {Theoretical search for possible Li–Ni–B crystal structures using an adaptive genetic algorithm},
author = {Wang, Renhai and Sun, Yang and Gvozdetskyi, Volodymyr and Zhao, Xin and Zhang, Feng and Xu, Lin-Han and Zaikina, Julia V. and Lin, Zijing and Wang, Cai-Zhuang and Ho, Kai-Ming},
abstractNote = {The structural diversity of rare-earth and transition metal borides indicates that alkali-transition metal borides (A-T-B) show tremendous promise in exhibiting a variety of crystal structures with different dimensionalities of T-B frameworks. On the other hand, the A-T-B ternary systems are severely underexplored because of the synthetic challenges associated with their preparation. Accurate and efficient computational predictions of low-energy stable and metastable phases can identify the optimal compositions of the hypothetical compounds in the A-T-B systems to guide the synthesis. As such, in this work, we have computationally discovered several new phases in the Li–Ni–B ternary system. The newly discovered LiNiB, Li2Ni3B, and Li2NiB phases expand the existing theoretical database, and the convex-hull surface of Li–Ni–B has been re-constructed. The lowest energy structure of the LiNiB compound has been found by an adaptive genetic algorithm with layered motif, which matches with the experimentally determined structure. According to our electrochemical calculations, LiNiB and another predicted layered Li2NiB compounds have great potential as anode materials for lithium batteries. The Li2Ni3B compound with the space group P4332 was predicted to crystallize in a cubic structure composed of distorted octahedral units of BNi6, which is isostructural to two noncentrosymmetric superconductors Li2Pd3B and Li2Pt3B. While we were unable to experimentally confirm the Li2Ni3B compound utilizing the hydride synthetic route, attempts to synthesize this compound by alternate methods remain highly desirable, considering its potential superconducting properties.},
doi = {10.1063/1.5138642},
journal = {Journal of Applied Physics},
number = 9,
volume = 127,
place = {United States},
year = {2020},
month = {3}
}
Works referenced in this record:
Exploring the Structural Complexity of Intermetallic Compounds by an Adaptive Genetic Algorithm
journal, January 2014
- Zhao, X.; Nguyen, M. C.; Zhang, W. Y.
- Physical Review Letters, Vol. 112, Issue 4
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
CALYPSO: A method for crystal structure prediction
journal, October 2012
- Wang, Yanchao; Lv, Jian; Zhu, Li
- Computer Physics Communications, Vol. 183, Issue 10
Magnetocaloric Effect in AlFe 2 B 2 : Toward Magnetic Refrigerants from Earth-Abundant Elements
journal, June 2013
- Tan, Xiaoyan; Chai, Ping; Thompson, Corey M.
- Journal of the American Chemical Society, Vol. 135, Issue 25
Superconductivity at 39 K in magnesium diboride
journal, March 2001
- Nagamatsu, Jun; Nakagawa, Norimasa; Muranaka, Takahiro
- Nature, Vol. 410, Issue 6824
Boron-Dependency of Molybdenum Boride Electrocatalysts for the Hydrogen Evolution Reaction
journal, April 2017
- Park, Hyounmyung; Encinas, Andrew; Scheifers, Jan P.
- Angewandte Chemie International Edition, Vol. 56, Issue 20
Ternary Borides Cr 2 AlB 2 , Cr 3 AlB 4 , and Cr 4 AlB 6 : The First Members of the Series (CrB 2 ) n CrAl with n = 1, 2, 3 and a Unifying Concept for Ternary Borides as MAB-Phases
journal, June 2015
- Ade, Martin; Hillebrecht, Harald
- Inorganic Chemistry, Vol. 54, Issue 13
Theoretical prediction of a highly responsive material: Spin fluctuations and superconductivity in FeNiB 2 system
journal, October 2019
- Wang, Renhai; Sun, Yang; Antropov, Vladimir
- Applied Physics Letters, Vol. 115, Issue 18
Projector augmented-wave method
journal, December 1994
- Blöchl, P. E.
- Physical Review B, Vol. 50, Issue 24, p. 17953-17979
Superconductivity in the Metal Rich Li-Pd-B Ternary Boride
journal, December 2004
- Togano, K.; Badica, P.; Nakamori, Y.
- Physical Review Letters, Vol. 93, Issue 24
Embedded-atom-method functions for the fcc metals Cu, Ag, Au, Ni, Pd, Pt, and their alloys
journal, June 1986
- Foiles, S. M.; Baskes, M. I.; Daw, M. S.
- Physical Review B, Vol. 33, Issue 12
Li2Pd3B and Li2Pt3B: Ternary Lithium Borides of Palladium and Platinum with Boron in Octahedral Coordination
journal, October 1997
- Eibenstein, U.; Jung, W.
- Journal of Solid State Chemistry, Vol. 133, Issue 1
Effective potentials for quasicrystals from ab-initio data
journal, February 2006
- Brommer, P.; Gähler, F.
- Philosophical Magazine, Vol. 86, Issue 6-8
Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set
journal, July 1996
- Kresse, G.; Furthmüller, J.
- Computational Materials Science, Vol. 6, Issue 1, p. 15-50
Ultraincompressible, Superhard Materials
journal, July 2016
- Yeung, Michael T.; Mohammadi, Reza; Kaner, Richard B.
- Annual Review of Materials Research, Vol. 46, Issue 1
Computationally Driven Discovery of a Family of Layered LiNiB Polymorphs
journal, September 2019
- Gvozdetskyi, Volodymyr; Bhaskar, Gourab; Batuk, Maria
- Angewandte Chemie International Edition, Vol. 58, Issue 44
Stability of 41 metal–boron systems at 0GPa and 30GPa from first principles
journal, September 2014
- Van Der Geest, A. G.; Kolmogorov, A. N.
- Calphad, Vol. 46
Charting the complete elastic properties of inorganic crystalline compounds
journal, March 2015
- de Jong, Maarten; Chen, Wei; Angsten, Thomas
- Scientific Data, Vol. 2, Issue 1
Atomic structure and lattice defects in nanolaminated ternary transition metal borides
journal, October 2016
- Lu, Jun; Kota, Sankalp; Barsoum, Michel W.
- Materials Research Letters, Vol. 5, Issue 4
Special points for Brillouin-zone integrations
journal, June 1976
- Monkhorst, Hendrik J.; Pack, James D.
- Physical Review B, Vol. 13, Issue 12, p. 5188-5192
A Hydride Route to Ternary Alkali Metal Borides: A Case Study of Lithium Nickel Borides
journal, February 2019
- Gvozdetskyi, Volodymyr; Hanrahan, Michael P.; Ribeiro, Raquel A.
- Chemistry – A European Journal, Vol. 25, Issue 16
Ab initio random structure searching
journal, January 2011
- Pickard, Chris J.; Needs, R. J.
- Journal of Physics: Condensed Matter, Vol. 23, Issue 5
Theory of Superconductivity
journal, December 1957
- Bardeen, J.; Cooper, L. N.; Schrieffer, J. R.
- Physical Review, Vol. 108, Issue 5
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
First principles phonon calculations in materials science
journal, November 2015
- Togo, Atsushi; Tanaka, Isao
- Scripta Materialia, Vol. 108
Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
journal, July 2013
- Jain, Anubhav; Ong, Shyue Ping; Hautier, Geoffroy
- APL Materials, Vol. 1, Issue 1
Crystal structure prediction via particle-swarm optimization
journal, September 2010
- Wang, Yanchao; Lv, Jian; Zhu, Li
- Physical Review B, Vol. 82, Issue 9
Die Kristallstrukturen von Li3Ni20B6 und Li~3Ni16B~8
journal, January 1980
- Jung, Walter
- Zeitschrift für Kristallographie - Crystalline Materials, Vol. 151, Issue 1-4
Misfit-energy-increasing dislocations in vapor-deposited CoFe/NiFe multilayers
journal, April 2004
- Zhou, X. W.; Johnson, R. A.; Wadley, H. N. G.
- Physical Review B, Vol. 69, Issue 14
Potfit: effective potentials from ab initio data
journal, March 2007
- Brommer, Peter; Gähler, Franz
- Modelling and Simulation in Materials Science and Engineering, Vol. 15, Issue 3
Synthesis and Characterization of an Alumina Forming Nanolaminated Boride: MoAlB
journal, May 2016
- Kota, Sankalp; Zapata-Solvas, Eugenio; Ly, Alexander
- Scientific Reports, Vol. 6, Issue 1
Ab initio study of lithium intercalation in metal oxides and metal dichalcogenides
journal, July 1997
- Aydinol, M. K.; Kohan, A. F.; Ceder, G.
- Physical Review B, Vol. 56, Issue 3
Rediscovering the Crystal Chemistry of Borides
journal, March 2017
- Akopov, Georgiy; Yeung, Michael T.; Kaner, Richard B.
- Advanced Materials, Vol. 29, Issue 21
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
Tern�re Phasen im System Lithium-Nickel-Bor
journal, May 1976
- Jung, W.
- Die Naturwissenschaften, Vol. 63, Issue 5
Molecular Geometry Optimization with a Genetic Algorithm
journal, July 1995
- Deaven, D. M.; Ho, K. M.
- Physical Review Letters, Vol. 75, Issue 2
AFLOWLIB.ORG: A distributed materials properties repository from high-throughput ab initio calculations
journal, June 2012
- Curtarolo, Stefano; Setyawan, Wahyu; Wang, Shidong
- Computational Materials Science, Vol. 58
Superconductivity in a New Pseudo-Binary Li 2 B(Pd 1- x Pt x ) 3 ( x =0–1) Boride System
journal, March 2005
- Badica, Petre; Kondo, Takaaki; Togano, Kazumasa
- Journal of the Physical Society of Japan, Vol. 74, Issue 3
The 2019 materials by design roadmap
journal, October 2018
- Alberi, Kirstin; Nardelli, Marco Buongiorno; Zakutayev, Andriy
- Journal of Physics D: Applied Physics, Vol. 52, Issue 1
Structural hierarchy as a key to complex phase selection in Al-Sm
journal, October 2017
- Ye, Z.; Zhang, F.; Sun, Y.
- Physical Review Materials, Vol. 1, Issue 5
Self-interaction correction to density-functional approximations for many-electron systems
journal, May 1981
- Perdew, J. P.; Zunger, Alex
- Physical Review B, Vol. 23, Issue 10, p. 5048-5079
Prediction of crystal structures from crystal chemistry rules by simulated annealing
journal, July 1990
- Pannetier, J.; Bassas-Alsina, J.; Rodriguez-Carvajal, J.
- Nature, Vol. 346, Issue 6282
An adaptive genetic algorithm for crystal structure prediction
journal, December 2013
- Wu, S. Q.; Ji, M.; Wang, C. Z.
- Journal of Physics: Condensed Matter, Vol. 26, Issue 3
Origins of the universal binding-energy relation
journal, April 1988
- Banerjea, Amitava; Smith, John R.
- Physical Review B, Vol. 37, Issue 12
Crystal structure prediction using ab initio evolutionary techniques: Principles and applications
journal, June 2006
- Oganov, Artem R.; Glass, Colin W.
- The Journal of Chemical Physics, Vol. 124, Issue 24
Relationships between crystal structure and magnetic properties in B
journal, April 1984
- Herbst, J. F.; Croat, J. J.; Pinkerton, F. E.
- Physical Review B, Vol. 29, Issue 7
Darstellung und Kristallstruktur von MgNi2,5B3 und Li1,2Ni2,5B2 / Preparation and Crystal Structure of MgNi2,5B2 and Li1,2Ni2,5B2
journal, December 1977
- Jung, Walter
- Zeitschrift für Naturforschung B, Vol. 32, Issue 12