Alex Zunger

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Alex Zunger
AlexZunger.jpg
Education Tel Aviv University (BSc, MSc, PhD)
Known forFoundational first-principles theory of Electronic structure
Inverse design of materials
AwardsBoer Medal for fundamental solar energy research (2018)
Hume-Rothery Award (2013)
Sackler Fellow, IAS Tel Aviv University (2012)
Materials Theory Award of the MRS (2011)
Tomassoni award (2010)
Gutenberg Award, Mainz University (2009)
Bardeen Award of the TMS (2001)
Rahman Award of the APS (2001)
APS Fellow
MRS Fellow
Scientific career
FieldsCondensed matter theory of real materials
Institutions[Tel Aviv UniversityNational Renewable Energy Laboratory
University of Colorado Boulder
Doctoral advisor Prof.J.Jortner and Prof.B.Englman Tel Aviv University
Other academic advisorsArthur J. Freeman
Marvin L. Cohen [1]
Website www.colorado.edu/rasei/alex-zunger-0
www.colorado.edu/faculty/zunger-matter-by-design/alex-zunger

Alex Zunger is a theoretical physicist, research professor, at the University of Colorado Boulder. He has authored more than 150 papers in Physical Review Letters and Physical Reviews B Rapid Communication, has an h-index over 150, number of citations over 113,000 (Google Scholar). He co-authored one of the top-five most cited papers ever to be published in the Physical Review family in its over 100 years' history. [2]

Contents

Work and career

Zunger received his B.Sc., M.Sc., and Ph.D. education at Tel Aviv University in Israel and did his post-doctoral training at Northwestern University with Arthur J. Freeman and (as an IBM Fellow) at the University of California, Berkeley, working with Marvin L. Cohen.

Zunger's research field is the condensed matter theory of real materials. He developed pseudopotentials for first-principles electronic structure calculations within the framework of density functional theory (1977), [3] co-developed the momentum-space total-energy method with Marvin L. Cohen (1978), [4] co-developed what is now the most widely used exchange and correlation energy functional and the self-interaction correction with John Perdew (1981), [5] and developed a novel theoretical method for simultaneous relaxation of atomic positions and charge densities in self-consistent local-density approximation calculations (1983). In 1990, Zunger and colleagues at NREL proposed the special quasirandom structures approach [6] to generate disordered structures of solid-state materials, which has since become a community standard. He also developed novel methods for calculating the electronic properties of semiconductor quantum nanostructures. [7] These atomistic methods have enabled Zunger and his team to discover a range of many-body effects underlying the fundamental physics of the creation, multiplication, and annihilation of excitons.

His work has contributed greatly to the fundamental understanding of a wide range of materials phenomena in photovoltaic utilization of solar energy materials. The foundational methods he developed in the quantum theory of solids now form an essential integral part of the worldwide activities in the broad field of first-principles calculations of solid-state materials.

In recent years, Zunger has focused on developing methods for solving the inverse band structure problem, which was first proposed in 1999 by Franceschetti and Zunger in a publication in the journal Nature. [8] Their proposed approach involves the use of ideas from quantum mechanics as well as genetic algorithms to search for atomic configurations that have a desired target property. [9] Zunger advocates the goal to study real materials rather than their idealized version to achieve realistic prediction outcomes by computational methods, this would require proper theoretical account of disorder, doping, defects, etc. [10] This has been the direction throughout his and colleagues' works on the doping effects in quantum materials [11] and polymorphism in photovoltaic materials. [12]

Organizations and honors

In 1978, Zunger established NREL’s Solid-State Theory Group, which he headed until 2011. He has been an NREL Research Fellow, is a Fellow of the American Physical Society, and was the first director of the DOE Basic Energy Sciences “Center for Inverse Design”. [13] He has also trained 77 post-doctoral fellows. He is the recipient of the inaugural 2011 Materials Theory Award of the Materials Research Society (On the Inverse Band Structure method ), the Hume-Rothery Award of the TMS (on the foundational theory of alloys); the 2010 Tomassoni Prize and Science Medal of the Scola Physica Romana (for Density Functional advances), the 2009 Gutenberg Research Award from Johannes Gutenberg University (on highly correlated physics); the 2001 John Bardeen Prize from TMS (on spontaneous ordering in semiconductor alloys), and the 2001 Rahman Award of the American Physical Society (on the foundations of first-principles pseudopotentials, the total energy in momentum space and the LDA exchange-correlation functional). In 2011, he moved from NREL to the University of Colorado where he is working in the Renewable and Sustainable Energy Institute (RASEI).

Publications

Number of citations of Zunger by year Alex Zunger Publications By Year Chart.jpg
Number of citations of Zunger by year

The impact of Zunger’s work is partially reflected by the very high number of citations his papers have received (over 113,000, according to the ISI Web of Science) and by his high “h-index” of 150 (i.e., 150 of his papers have been cited each at least 150 times). [14] He is the author of the fifth-most-cited paper in the 110-year history of Physical Review (out of over 350,000 articles published in that journal). The chart shows the number of citations to articles published by Zunger for each of the last 20 years.

Related Research Articles

Density-functional theory (DFT) is a computational quantum mechanical modelling method used in physics, chemistry and materials science to investigate the electronic structure of many-body systems, in particular atoms, molecules, and the condensed phases. Using this theory, the properties of a many-electron system can be determined by using functionals, i.e. functions of another function. In the case of DFT, these are functionals of the spatially dependent electron density. DFT is among the most popular and versatile methods available in condensed-matter physics, computational physics, and computational chemistry.

Jellium, also known as the uniform electron gas (UEG) or homogeneous electron gas (HEG), is a quantum mechanical model of interacting electrons in a solid where the positive charges are assumed to be uniformly distributed in space; the electron density is a uniform quantity as well in space. This model allows one to focus on the effects in solids that occur due to the quantum nature of electrons and their mutual repulsive interactions without explicit introduction of the atomic lattice and structure making up a real material. Jellium is often used in solid-state physics as a simple model of delocalized electrons in a metal, where it can qualitatively reproduce features of real metals such as screening, plasmons, Wigner crystallization and Friedel oscillations.

Magnetic semiconductors are semiconductor materials that exhibit both ferromagnetism and useful semiconductor properties. If implemented in devices, these materials could provide a new type of control of conduction. Whereas traditional electronics are based on control of charge carriers, practical magnetic semiconductors would also allow control of quantum spin state. This would theoretically provide near-total spin polarization, which is an important property for spintronics applications, e.g. spin transistors.

The Vienna Ab initio Simulation Package, better known as VASP, is a package written primarily in Fortran for performing ab initio quantum mechanical calculations using either Vanderbilt pseudopotentials, or the projector augmented wave method, and a plane wave basis set. The basic methodology is density functional theory (DFT), but the code also allows use of post-DFT corrections such as hybrid functionals mixing DFT and Hartree–Fock exchange, many-body perturbation theory and dynamical electronic correlations within the random phase approximation (RPA) and MP2.

<span class="mw-page-title-main">Pseudopotential</span>

In physics, a pseudopotential or effective potential is used as an approximation for the simplified description of complex systems. Applications include atomic physics and neutron scattering. The pseudopotential approximation was first introduced by Hans Hellmann in 1934.

<span class="mw-page-title-main">SIESTA (computer program)</span>

SIESTA is an original method and its computer program implementation, to efficiently perform electronic structure calculations and ab initio molecular dynamics simulations of molecules and solids. SIESTA uses strictly localized basis sets and the implementation of linear-scaling algorithms. Accuracy and speed can be set in a wide range, from quick exploratory calculations to highly accurate simulations matching the quality of other approaches, such as the plane-wave and all-electron methods.

The classical-map hypernetted-chain method is a method used in many-body theoretical physics for interacting uniform electron liquids in two and three dimensions, and for non-ideal plasmas. The method extends the famous hypernetted-chain method (HNC) introduced by J. M. J van Leeuwen et al. to quantum fluids as well. The classical HNC, together with the Percus–Yevick approximation, are the two pillars which bear the brunt of most calculations in the theory of interacting classical fluids. Also, HNC and PY have become important in providing basic reference schemes in the theory of fluids, and hence they are of great importance to the physics of many-particle systems.

<span class="mw-page-title-main">Spartan (chemistry software)</span>

Spartan is a molecular modelling and computational chemistry application from Wavefunction. It contains code for molecular mechanics, semi-empirical methods, ab initio models, density functional models, post-Hartree–Fock models, and thermochemical recipes including G3(MP2) and T1. Quantum chemistry calculations in Spartan are powered by Q-Chem.

Car–Parrinello molecular dynamics or CPMD refers to either a method used in molecular dynamics or the computational chemistry software package used to implement this method.

<span class="mw-page-title-main">Marvin L. Cohen</span> American physicist

Marvin Lou Cohen is an American–Canadian theoretical physicist. He is a physics professor at the University of California, Berkeley. Cohen is a leading expert in the field of condensed matter physics. He is widely known for his seminal work on the electronic structure of solids.

A charge density wave (CDW) is an ordered quantum fluid of electrons in a linear chain compound or layered crystal. The electrons within a CDW form a standing wave pattern and sometimes collectively carry an electric current. The electrons in such a CDW, like those in a superconductor, can flow through a linear chain compound en masse, in a highly correlated fashion. Unlike a superconductor, however, the electric CDW current often flows in a jerky fashion, much like water dripping from a faucet due to its electrostatic properties. In a CDW, the combined effects of pinning and electrostatic interactions likely play critical roles in the CDW current's jerky behavior, as discussed in sections 4 & 5 below.

Atomistix ToolKit (ATK) is a commercial software for atomic-scale modeling and simulation of nanosystems. The software was originally developed by Atomistix A/S, and was later acquired by QuantumWise following the Atomistix bankruptcy. QuantumWise was then acquired by Synopsys in 2017.

<span class="mw-page-title-main">Positron annihilation spectroscopy</span> Non-destructive spectroscopy

Positron annihilation spectroscopy (PAS) or sometimes specifically referred to as positron annihilation lifetime spectroscopy (PALS) is a non-destructive spectroscopy technique to study voids and defects in solids.

<span class="mw-page-title-main">CP2K</span>

CP2K is a freely available (GPL) quantum chemistry and solid state physics program package, written in Fortran 2008, to perform atomistic simulations of solid state, liquid, molecular, periodic, material, crystal, and biological systems. It provides a general framework for different methods: density functional theory (DFT) using a mixed Gaussian and plane waves approach (GPW) via LDA, GGA, MP2, or RPA levels of theory, classical pair and many-body potentials, semi-empirical and tight-binding Hamiltonians, as well as Quantum Mechanics/Molecular Mechanics (QM/MM) hybrid schemes relying on the Gaussian Expansion of the Electrostatic Potential (GEEP). The Gaussian and Augmented Plane Waves method (GAPW) as an extension of the GPW method allows for all-electron calculations. CP2K can do simulations of molecular dynamics, metadynamics, Monte Carlo, Ehrenfest dynamics, vibrational analysis, core level spectroscopy, energy minimization, and transition state optimization using NEB or dimer method.

<span class="mw-page-title-main">Subir Sachdev</span> Indian physicist

Subir Sachdev is Herchel Smith Professor of Physics at Harvard University specializing in condensed matter. He was elected to the U.S. National Academy of Sciences in 2014, received the Lars Onsager Prize from the American Physical Society and the Dirac Medal from the ICTP in 2018, and was elected Foreign Member of the Royal Society ForMemRS in 2023. He was a co-editor of the Annual Review of Condensed Matter Physics 2017–2019, and is Editor-in-Chief of Reports on Progress in Physics 2022-.

Yambo is a computer software package for studying many-body theory aspects of solids and molecule systems. It calculates the excited state properties of physical systems from first principles, e.g., from quantum mechanics law without the use of empirical data. It is an open-source software released under the GNU General Public License (GPL). However the main development repository is private and only a subset of the features available in the private repository are cloned into the public repository and thus distributed.

<span class="mw-page-title-main">Interatomic potential</span> Functions for calculating potential energy

Interatomic potentials are mathematical functions to calculate the potential energy of a system of atoms with given positions in space. Interatomic potentials are widely used as the physical basis of molecular mechanics and molecular dynamics simulations in computational chemistry, computational physics and computational materials science to explain and predict materials properties. Examples of quantitative properties and qualitative phenomena that are explored with interatomic potentials include lattice parameters, surface energies, interfacial energies, adsorption, cohesion, thermal expansion, and elastic and plastic material behavior, as well as chemical reactions.

Electronic entropy is the entropy of a system attributable to electrons' probabilistic occupation of states. This entropy can take a number of forms. The first form can be termed a density of states based entropy. The Fermi–Dirac distribution implies that each eigenstate of a system, i, is occupied with a certain probability, pi. As the entropy is given by a sum over the probabilities of occupation of those states, there is an entropy associated with the occupation of the various electronic states. In most molecular systems, the energy spacing between the highest occupied molecular orbital and the lowest unoccupied molecular orbital is usually large, and thus the probabilities associated with the occupation of the excited states are small. Therefore, the electronic entropy in molecular systems can safely be neglected. Electronic entropy is thus most relevant for the thermodynamics of condensed phases, where the density of states at the Fermi level can be quite large, and the electronic entropy can thus contribute substantially to thermodynamic behavior. A second form of electronic entropy can be attributed to the configurational entropy associated with localized electrons and holes. This entropy is similar in form to the configurational entropy associated with the mixing of atoms on a lattice.

The linearized augmented-plane-wave method (LAPW) is an implementation of Kohn-Sham density functional theory (DFT) adapted to periodic materials. It typically goes along with the treatment of both valence and core electrons on the same footing in the context of DFT and the treatment of the full potential and charge density without any shape approximation. This is often referred to as the all-electron full-potential linearized augmented-plane-wave method (FLAPW). It does not rely on the pseudopotential approximation and employs a systematically extendable basis set. These features make it one of the most precise implementations of DFT, applicable to all crystalline materials, regardless of their chemical composition. It can be used as a reference for evaluating other approaches.

The FLEUR code is an open-source scientific software package for the simulation of material properties of crystalline solids, thin films, and surfaces. It implements Kohn-Sham density functional theory (DFT) in terms of the all-electron full-potential linearized augmented-plane-wave method. With this, it is a realization of one of the most precise DFT methodologies. The code has the common features of a modern DFT simulation package. In the past, major applications have been in the field of magnetism, spintronics, quantum materials, e.g. in ultrathin films, complex magnetism like in spin spirals or magnetic Skyrmion lattices, and in spin-orbit related physics, e.g. in graphene and topological insulators.

References

  1. "Physics - Alex Zunger". physics.aps.org. Retrieved 2022-04-16.
  2. Redner, Sidney (2005-06-01). "Citation Statistics from 110 Years of Physical Review". Physics Today. 58 (6): 49–54. arXiv: physics/0506056 . Bibcode:2005PhT....58f..49R. doi: 10.1063/1.1996475 . ISSN   0031-9228.
  3. Zunger, Alex; Freeman, A. J. (1977-09-15). "Ground- and excited-state properties of LiF in the local-density formalism". Physical Review B. 16 (6): 2901–2926. Bibcode:1977PhRvB..16.2901Z. doi:10.1103/PhysRevB.16.2901.
  4. Ihm, J; Zunger, A; Cohen, M L (1979-11-14). "Momentum-space formalism for the total energy of solids". Journal of Physics C: Solid State Physics. 12 (21): 4409–4422. Bibcode:1979JPhC...12.4409I. doi:10.1088/0022-3719/12/21/009. ISSN   0022-3719.
  5. Perdew, J. P.; Zunger, Alex (1981-05-15). "Self-interaction correction to density-functional approximations for many-electron systems". Physical Review B. 23 (10): 5048–5079. Bibcode:1981PhRvB..23.5048P. doi: 10.1103/PhysRevB.23.5048 .
  6. Zunger, Alex; Wei, S.-H.; Ferreira, L. G.; Bernard, James E. (1990-07-16). "Special quasirandom structures". Physical Review Letters. 65 (3): 353–356. Bibcode:1990PhRvL..65..353Z. doi:10.1103/PhysRevLett.65.353. PMID   10042897.
  7. Zunger, Alex (1998-02-01). "Electronic-Structure Theory of Semiconductor Quantum Dots". MRS Bulletin. 23 (2): 35–42. doi:10.1557/S0883769400031250. ISSN   1938-1425.
  8. Franceschetti, Alberto; Zunger, Alex (1999-11-04). "The inverse band-structure problem of finding an atomic configuration with given electronic properties". Nature. 402 (6757): 60–63. Bibcode:1999Natur.402...60F. doi:10.1038/46995. ISSN   1476-4687. S2CID   4425215.
  9. Zunger, Alex (2018-03-29). "Inverse design in search of materials with target functionalities". Nature Reviews Chemistry. 2 (4): 1–16. doi:10.1038/s41570-018-0121. ISSN   2397-3358.
  10. Zunger, Alex (2019-02-27). "Beware of plausible predictions of fantasy materials". Nature. 566 (7745): 447–449. Bibcode:2019Natur.566..447Z. doi: 10.1038/d41586-019-00676-y . PMID   30814720.
  11. Zunger, Alex; Malyi, Oleksandr I. (2021-03-10). "Understanding Doping of Quantum Materials". Chemical Reviews. 121 (5): 3031–3060. arXiv: 2011.13521 . doi:10.1021/acs.chemrev.0c00608. ISSN   0009-2665. PMID   33481581. S2CID   227210193.
  12. Zhao, Xin-Gang; Dalpian, Gustavo M.; Wang, Zhi; Zunger, Alex (2020-04-27). "Polymorphous nature of cubic halide perovskites". Physical Review B. 101 (15): 155137. arXiv: 1905.09141 . Bibcode:2020PhRvB.101o5137Z. doi:10.1103/PhysRevB.101.155137. S2CID   162168485.
  13. "Center for Inverse Design Home Page". www.centerforinversedesign.org. Retrieved 2022-04-16.
  14. Alex Zunger publications indexed by Google Scholar