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Mi W, Luo K, Trickey SB, Pavanello M. Orbital-Free Density Functional Theory: An Attractive Electronic Structure Method for Large-Scale First-Principles Simulations. Chem Rev 2023; 123:12039-12104. [PMID: 37870767 DOI: 10.1021/acs.chemrev.2c00758] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
Kohn-Sham Density Functional Theory (KSDFT) is the most widely used electronic structure method in chemistry, physics, and materials science, with thousands of calculations cited annually. This ubiquity is rooted in the favorable accuracy vs cost balance of KSDFT. Nonetheless, the ambitions and expectations of researchers for use of KSDFT in predictive simulations of large, complicated molecular systems are confronted with an intrinsic computational cost-scaling challenge. Particularly evident in the context of first-principles molecular dynamics, the challenge is the high cost-scaling associated with the computation of the Kohn-Sham orbitals. Orbital-free DFT (OFDFT), as the name suggests, circumvents entirely the explicit use of those orbitals. Without them, the structural and algorithmic complexity of KSDFT simplifies dramatically and near-linear scaling with system size irrespective of system state is achievable. Thus, much larger system sizes and longer simulation time scales (compared to conventional KSDFT) become accessible; hence, new chemical phenomena and new materials can be explored. In this review, we introduce the historical contexts of OFDFT, its theoretical basis, and the challenge of realizing its promise via approximate kinetic energy density functionals (KEDFs). We review recent progress on that challenge for an array of KEDFs, such as one-point, two-point, and machine-learnt, as well as some less explored forms. We emphasize use of exact constraints and the inevitability of design choices. Then, we survey the associated numerical techniques and implemented algorithms specific to OFDFT. We conclude with an illustrative sample of applications to showcase the power of OFDFT in materials science, chemistry, and physics.
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Affiliation(s)
- Wenhui Mi
- Key Laboratory of Material Simulation Methods & Software of Ministry of Education, College of Physics, Jilin University, Changchun 130012, PR China
- State Key Laboratory of Superhard Materials, Jilin University, Changchun 130012, PR China
- International Center of Future Science, Jilin University, Changchun 130012, PR China
| | - Kai Luo
- Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, PR China
| | - S B Trickey
- Quantum Theory Project, Department of Physics and Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States
| | - Michele Pavanello
- Department of Physics and Department of Chemistry, Rutgers University, Newark, New Jersey 07102, United States
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Effect of systematic addition of the third component on the melting characteristics and structural evolution of binary alloy nanoclusters. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2017.11.075] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Akbarzadeh H, Abbaspour M, Mehrjouei E. Au@Pt and Pt@Au nanoalloys in the icosahedral and cuboctahedral structures: Which is more stable? J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.07.096] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Husic BE, Schebarchov D, Wales DJ. Impurity effects on solid-solid transitions in atomic clusters. NANOSCALE 2016; 8:18326-18340. [PMID: 27775141 DOI: 10.1039/c6nr06299g] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We use the harmonic superposition approach to examine how a single atom substitution affects low-temperature anomalies in the vibrational heat capacity (CV) of model nanoclusters. Each anomaly is linked to competing solidlike "phases", where crossover of the corresponding free energies defines a solid-solid transition temperature (Ts). For selected Lennard-Jones clusters we show that Ts and the corresponding CV peak can be tuned over a wide range by varying the relative atomic size and binding strength of the impurity, but excessive atom-size mismatch can destroy a transition and may produce another. In some tunable cases we find up to two additional CV peaks emerging below Ts, signalling one- or two-step delocalisation of the impurity within the ground-state geometry. Results for Ni74X and Au54X clusters (X = Au, Ag, Al, Cu, Ni, Pd, Pt, Pb), modelled by the many-body Gupta potential, further corroborate the possibility of tuning, engineering, and suppressing finite-system analogues of a solid-solid transition in nanoalloys.
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Affiliation(s)
- B E Husic
- University Chemical Laboratories, Lensfield Road, Cambridge CB2 1EW, UK. and Department of Chemistry, Stanford University, Stanford, CA 94305, USA.
| | - D Schebarchov
- University Chemical Laboratories, Lensfield Road, Cambridge CB2 1EW, UK.
| | - D J Wales
- University Chemical Laboratories, Lensfield Road, Cambridge CB2 1EW, UK.
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Structure and energetics of Li/Na, Li/K, and K/Na bimetallic hexamers. JOURNAL OF THE IRANIAN CHEMICAL SOCIETY 2013. [DOI: 10.1007/s13738-013-0261-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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6
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Ghazi SM, Kanhere DG. Thermodynamic properties of Ga27Si3 cluster using density functional molecular dynamics. J Phys Chem A 2012; 116:11-7. [PMID: 22128861 DOI: 10.1021/jp2034505] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Density functional molecular dynamical calculations have been carried out to explore the effect of silicon impurities on thermodynamic properties of Ga(30). We have obtained 500 distinct low energy equilibrium geometries of Ga(27)Si(3) in order to obtain reliable ground state geometry. The specific heat has been calculated using multiple histogram techniques and compared with that of Ga(30). We demonstrate that silicon impurities have a dramatic effect on the thermodynamic properties of the host cluster. In contrast to Ga(30), the specific heat of Ga(27)Si(3) shows a clear melting peak at ≈500 K, changing the character of Ga(30) from a nonmelter to a melter.
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Aguado A, López JM. Identifying structural and energetic trends in isovalent core-shell nanoalloys as a function of composition and size mismatch. J Chem Phys 2011; 135:134305. [DOI: 10.1063/1.3645105] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Wang CL, Hsao BJ, Lai SF, Chen WC, Chen HH, Chen YY, Chien CC, Cai X, Kempson IM, Hwu Y, Margaritondo G. One-pot synthesis of AuPt alloyed nanoparticles by intense x-ray irradiation. NANOTECHNOLOGY 2011; 22:065605. [PMID: 21212491 DOI: 10.1088/0957-4484/22/6/065605] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We synthesized AuPt alloyed nanoparticles in colloidal solution by a one-pot procedure based on synchrotron x-ray irradiation in the presence of PEG (polyethylene glycol). The exclusive presence of alloyed nanoparticles with fcc structure was confirmed by several different experiments including UV-vis spectroscopy, x-ray diffraction (XRD) and transmission electron microscopy (TEM). The composition of the AuPt alloyed nanoparticles can be varied in a continuous fashion by simply varying the feed ratios of Au and Pt precursors. The nanoparticles exhibited colloidal stability and biocompatibility, important for potential applications.
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Aguado A, López JM. Structure determination in 55-atom Li–Na and Na–K nanoalloys. J Chem Phys 2010; 133:094302. [DOI: 10.1063/1.3479396] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Andrés Aguado
- Departamento de Física Teórica, Atómica y Optica, Universidad de Valladolid, Valladolid 47071, Spain.
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Venkataramanan NS, Sahara R, Mizuseki H, Kawazoe Y. Titanium-Doped Nickel Clusters TiNin (n = 1−12): Geometry, Electronic, Magnetic, and Hydrogen Adsorption Properties. J Phys Chem A 2010; 114:5049-57. [DOI: 10.1021/jp100459c] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
| | - Royoji Sahara
- Institute for Materials Research (IMR), 2-1-1, Katahira, Aoba-Ku, Sendai 980 8577, Japan
| | - Hiroshi Mizuseki
- Institute for Materials Research (IMR), 2-1-1, Katahira, Aoba-Ku, Sendai 980 8577, Japan
| | - Yoshiyuki Kawazoe
- Institute for Materials Research (IMR), 2-1-1, Katahira, Aoba-Ku, Sendai 980 8577, Japan
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Majer K, Lei M, Hock C, von Issendorff B, Aguado A. Structural and electronic properties of oxidized sodium clusters: A combined photoelectron and density functional study. J Chem Phys 2009; 131:204313. [DOI: 10.1063/1.3267056] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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12
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Cao B, Starace AK, Neal CM, Jarrold MF, Núñez S, López JM, Aguado A. Substituting a copper atom modifies the melting of aluminum clusters. J Chem Phys 2008; 129:124709. [DOI: 10.1063/1.2977874] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Hristova E, Dong Y, Grigoryan VG, Springborg M. Structural and Energetic Properties of Ni−Cu Bimetallic Clusters. J Phys Chem A 2008; 112:7905-15. [DOI: 10.1021/jp801837d] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Elisaveta Hristova
- Physical and Theoretical Chemistry, University of Saarland, 66123 Saarbrücken, Germany
| | - Yi Dong
- Physical and Theoretical Chemistry, University of Saarland, 66123 Saarbrücken, Germany
| | - Valeri G. Grigoryan
- Physical and Theoretical Chemistry, University of Saarland, 66123 Saarbrücken, Germany
| | - Michael Springborg
- Physical and Theoretical Chemistry, University of Saarland, 66123 Saarbrücken, Germany
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Hock C, Straburg S, Haberland H, v Issendorff B, Aguado A, Schmidt M. Melting-point depression by insoluble impurities: a finite size effect. PHYSICAL REVIEW LETTERS 2008; 101:023401. [PMID: 18764180 DOI: 10.1103/physrevlett.101.023401] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Indexed: 05/26/2023]
Abstract
Melting-point depression by soluble impurities is an entropy-driven phenomenon. Studying partially oxidized free sodium nanoparticles, we found an additional mechanism, which is caused by insoluble impurities. Oxidization of sodium clusters with 135-192 atoms by a single oxygen molecule causes a melting-point depression of 17+/-6 K; additional oxygen amplifies the effect. This is in contrast to the behavior of bulk sodium, where the melting point does not change upon partial oxidization. First-principles density functional theory calculations reveal the interaction between the pure and the oxidized part of the cluster to be responsible for the effect. There is more structural freedom in a liquid cluster to optimize the interface between the two parts. This stabilizes the liquid phase and causes the observed, cluster-specific melting-point depression.
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Affiliation(s)
- C Hock
- Fakultät für Physik, Universität Freiburg, Hermann-Herder-Strasse 3, 79104 Freiburg, Germany
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Hristova E, Grigoryan VG, Springborg M. Structure and energetics of equiatomic K–Cs and Rb–Cs binary clusters. J Chem Phys 2008; 128:244513. [DOI: 10.1063/1.2944244] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Ferrando R, Jellinek J, Johnston RL. Nanoalloys: From Theory to Applications of Alloy Clusters and Nanoparticles. Chem Rev 2008; 108:845-910. [PMID: 18335972 DOI: 10.1021/cr040090g] [Citation(s) in RCA: 1716] [Impact Index Per Article: 107.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Riccardo Ferrando
- Dipartimento di Fisica, Universita di Genova, INFM and IMEM/CNR, Via Dodecaneso 33, Genova, I16146, Italy, Chemistry Division, Argonne National Laboratory, Argonne, Illinois 60439, and School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom
| | - Julius Jellinek
- Dipartimento di Fisica, Universita di Genova, INFM and IMEM/CNR, Via Dodecaneso 33, Genova, I16146, Italy, Chemistry Division, Argonne National Laboratory, Argonne, Illinois 60439, and School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom
| | - Roy L. Johnston
- Dipartimento di Fisica, Universita di Genova, INFM and IMEM/CNR, Via Dodecaneso 33, Genova, I16146, Italy, Chemistry Division, Argonne National Laboratory, Argonne, Illinois 60439, and School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom
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Cheng D, Wang W, Huang S. Melting phenomena: effect of composition for 55-atom Ag–Pd bimetallic clusters. Phys Chem Chem Phys 2008; 10:2513-8. [DOI: 10.1039/b800630j] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Mottet C, Rossi G, Baletto F, Ferrando R. Single impurity effect on the melting of nanoclusters. PHYSICAL REVIEW LETTERS 2005; 95:035501. [PMID: 16090755 DOI: 10.1103/physrevlett.95.035501] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2005] [Indexed: 05/03/2023]
Abstract
We show by molecular dynamics simulations that the melting temperature of clusters can be tuned by selective doping. In fact, a single Ni or Cu impurity in Ag icosahedral clusters considerably increases the melting temperature even for sizes of more than a hundred atoms. The upward shift is correlated to the strain relaxation induced by a small central impurity in icosahedral clusters.
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Affiliation(s)
- C Mottet
- CRMCN/CNRS, Campus de Luminy, Case 913, 13288 Marseille Cedex 9, France
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Aguado A, López JM. Melting-like Transition in a Ternary Alkali Nanoalloy: Li13Na30Cs12. J Chem Theory Comput 2005; 1:299-306. [DOI: 10.1021/ct049892+] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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