Quantum Embedding Theory for Strongly Correlated States in MaterialsClick to copy article linkArticle link copied!
- He MaHe MaDepartment of Chemistry, University of Chicago, Chicago, Illinois 60637, United StatesMore by He Ma
- Nan ShengNan ShengDepartment of Chemistry, University of Chicago, Chicago, Illinois 60637, United StatesMore by Nan Sheng
- Marco Govoni*Marco Govoni*Email: [email protected]Pritzker School of Molecular Engineering, University of Chicago, Chicago, Illinois 60637, United StatesMaterials Science Division and Center for Molecular Engineering, Argonne National Laboratory, Lemont, Illinois 60439, United StatesMore by Marco Govoni
- Giulia Galli*Giulia Galli*Email: [email protected]Pritzker School of Molecular Engineering, University of Chicago, Chicago, Illinois 60637, United StatesDepartment of Chemistry, University of Chicago, Chicago, Illinois 60637, United StatesMaterials Science Division and Center for Molecular Engineering, Argonne National Laboratory, Lemont, Illinois 60439, United StatesMore by Giulia Galli
Abstract

Quantum embedding theories are promising approaches to investigate strongly correlated electronic states of active regions of large-scale molecular or condensed systems. Notable examples are spin defects in semiconductors and insulators. We present a detailed derivation of a quantum embedding theory recently introduced, which is based on the definition of effective Hamiltonians. The effect of the environment on a chosen active space is accounted for through screened Coulomb interactions evaluated using density functional theory. Importantly, the random phase approximation is not required, and the evaluation of virtual electronic orbitals is circumvented with algorithms previously developed in the context of calculations based on many-body perturbation theory. In addition, we generalize the quantum embedding theory to active spaces composed of orbitals that are not eigenstates of Kohn–Sham Hamiltonians. Finally, we report results for spin defects in semiconductors.
Cited By
Smart citations by scite.ai include citation statements extracted from the full text of the citing article. The number of the statements may be higher than the number of citations provided by ACS Publications if one paper cites another multiple times or lower if scite has not yet processed some of the citing articles.
This article is cited by 68 publications.
- Naman Jain, Rosa Di Felice. A Quantum Computational Method for Corrosion Inhibition. Journal of Chemical Theory and Computation 2025, 21
(11)
, 5697-5711. https://doi.org/10.1021/acs.jctc.5c00469
- Guadalupe García-Arellano, Gabriel I. López Morales, Zav Shotan, Raman Kumar, Ben Murdin, Cyrus E. Dreyer, Carlos A. Meriles. Erbium-Implanted WS2 Flakes with Room-Temperature Photon Emission at Telecom Wavelengths. Nano Letters 2025, 25
(22)
, 9070-9076. https://doi.org/10.1021/acs.nanolett.5c01620
- Matej Ditte, Matteo Barborini, Alexandre Tkatchenko. Molecule–Environment Embedding with Quantum Monte Carlo: Electrons Interacting with Drude Oscillators. Journal of Chemical Theory and Computation 2025, 21
(9)
, 4466-4480. https://doi.org/10.1021/acs.jctc.5c00108
- Leon Otis, Yu Jin, Victor Wen-zhe Yu, Siyuan Chen, Laura Gagliardi, Giulia Galli. Strongly Correlated States of Transition Metal Spin Defects: The Case of an Iron Impurity in Aluminum Nitride. The Journal of Physical Chemistry Letters 2025, 16
(12)
, 3092-3099. https://doi.org/10.1021/acs.jpclett.5c00287
- Seenivasan Hariharan, Sachin Kinge, Lucas Visscher. Modeling Heterogeneous Catalysis Using Quantum Computers: An Academic and Industry Perspective. Journal of Chemical Information and Modeling 2025, 65
(2)
, 472-511. https://doi.org/10.1021/acs.jcim.4c01212
- Victor Wen-zhe Yu, Yu Jin, Giulia Galli, Marco Govoni. GPU-Accelerated Solution of the Bethe–Salpeter Equation for Large and Heterogeneous Systems. Journal of Chemical Theory and Computation 2024, 20
(24)
, 10899-10911. https://doi.org/10.1021/acs.jctc.4c01253
- Florian Feyersinger, Peter E. Hartmann, Johannes Hoja, Peter Reinholdt, Florian Libisch, Jacob Kongsted, Peter Puschnig, A. Daniel Boese. Dissociation Energies via Embedding Techniques. The Journal of Physical Chemistry A 2024, 128
(42)
, 9275-9286. https://doi.org/10.1021/acs.jpca.4c02851
- Jiachen Li, Yu Jin, Jincheng Yu, Weitao Yang, Tianyu Zhu. Particle–Particle Random Phase Approximation for Predicting Correlated Excited States of Point Defects. Journal of Chemical Theory and Computation 2024, 20
(18)
, 7979-7989. https://doi.org/10.1021/acs.jctc.4c00829
- Jiachen Li, Yu Jin, Jincheng Yu, Weitao Yang, Tianyu Zhu. Accurate Excitation Energies of Point Defects from Fast Particle–Particle Random Phase Approximation Calculations. The Journal of Physical Chemistry Letters 2024, 15
(10)
, 2757-2764. https://doi.org/10.1021/acs.jpclett.4c00184
- Bryan T. G. Lau, Brian Busemeyer, Timothy C. Berkelbach. Optical Properties of Defects in Solids via Quantum Embedding with Good Active Space Orbitals. The Journal of Physical Chemistry C 2024, 128
(7)
, 2959-2966. https://doi.org/10.1021/acs.jpcc.3c08185
- Yu Jin, Victor Wen-zhe Yu, Marco Govoni, Andrew C. Xu, Giulia Galli. Excited State Properties of Point Defects in Semiconductors and Insulators Investigated with Time-Dependent Density Functional Theory. Journal of Chemical Theory and Computation 2023, 19
(23)
, 8689-8705. https://doi.org/10.1021/acs.jctc.3c00986
- Elena Kolodzeiski, Christopher J. Stein. Automated, Consistent, and Even-Handed Selection of Active Orbital Spaces for Quantum Embedding. Journal of Chemical Theory and Computation 2023, 19
(19)
, 6643-6655. https://doi.org/10.1021/acs.jctc.3c00653
- Shreya Verma, Abhishek Mitra, Yu Jin, Soumi Haldar, Christian Vorwerk, Matthew R. Hermes, Giulia Galli, Laura Gagliardi. Optical Properties of Neutral F Centers in Bulk MgO with Density Matrix Embedding. The Journal of Physical Chemistry Letters 2023, 14
(34)
, 7703-7710. https://doi.org/10.1021/acs.jpclett.3c01875
- Abhishek Mitra, Matthew R. Hermes, Laura Gagliardi. Density Matrix Embedding Using Multiconfiguration Pair-Density Functional Theory. Journal of Chemical Theory and Computation 2023, 19
(12)
, 3498-3508. https://doi.org/10.1021/acs.jctc.3c00247
- Min Zhang, Yaru Liu, Ya-nan Jiang, Yuchen Ma. Many-Body Green’s Function Theory for Electronic Excitations in Complex Chemical Systems. The Journal of Physical Chemistry Letters 2023, 14
(23)
, 5267-5282. https://doi.org/10.1021/acs.jpclett.3c00836
- Yuan Liu, Oinam R. Meitei, Zachary E. Chin, Arkopal Dutt, Max Tao, Isaac L. Chuang, Troy Van Voorhis. Bootstrap Embedding on a Quantum Computer. Journal of Chemical Theory and Computation 2023, 19
(8)
, 2230-2247. https://doi.org/10.1021/acs.jctc.3c00012
- Benchen Huang, Nan Sheng, Marco Govoni, Giulia Galli. Quantum Simulations of Fermionic Hamiltonians with Efficient Encoding and Ansatz Schemes. Journal of Chemical Theory and Computation 2023, 19
(5)
, 1487-1498. https://doi.org/10.1021/acs.jctc.2c01119
- Pavel Beran, Katarzyna Pernal, Fabijan Pavošević, Libor Veis. Projection-Based Density Matrix Renormalization Group in Density Functional Theory Embedding. The Journal of Physical Chemistry Letters 2023, 14
(3)
, 716-722. https://doi.org/10.1021/acs.jpclett.2c03298
- Yuhang Ai, Qiming Sun, Hong Jiang. Efficient Multiconfigurational Quantum Chemistry Approach to Single-Ion Magnets Based on Density Matrix Embedding Theory. The Journal of Physical Chemistry Letters 2022, 13
(45)
, 10627-10634. https://doi.org/10.1021/acs.jpclett.2c02890
- Victor Wen-zhe Yu, Marco Govoni. GPU Acceleration of Large-Scale Full-Frequency GW Calculations. Journal of Chemical Theory and Computation 2022, 18
(8)
, 4690-4707. https://doi.org/10.1021/acs.jctc.2c00241
- Guorong Weng, Mariya Romanova, Arsineh Apelian, Hanbin Song, Vojtěch Vlček. Reduced Scaling of Optimal Regional Orbital Localization via Sequential Exhaustion of the Single-Particle Space. Journal of Chemical Theory and Computation 2022, 18
(8)
, 4960-4972. https://doi.org/10.1021/acs.jctc.2c00315
- Nan Sheng, Christian Vorwerk, Marco Govoni, Giulia Galli. Green’s Function Formulation of Quantum Defect Embedding Theory. Journal of Chemical Theory and Computation 2022, 18
(6)
, 3512-3522. https://doi.org/10.1021/acs.jctc.2c00240
- Nan He, Chenyang Li, Francesco A. Evangelista. Second-Order Active-Space Embedding Theory. Journal of Chemical Theory and Computation 2022, 18
(3)
, 1527-1541. https://doi.org/10.1021/acs.jctc.1c01099
- Abhishek Mitra, Hung Q. Pham, Riddhish Pandharkar, Matthew R. Hermes, Laura Gagliardi. Excited States of Crystalline Point Defects with Multireference Density Matrix Embedding Theory. The Journal of Physical Chemistry Letters 2021, 12
(48)
, 11688-11694. https://doi.org/10.1021/acs.jpclett.1c03229
- Vrindaa Somjit, Joel Davidsson, Yu Jin, Giulia Galli. An NV− center in magnesium oxide as a spin qubit for hybrid quantum technologies. npj Computational Materials 2025, 11
(1)
https://doi.org/10.1038/s41524-025-01558-w
- Zhebin Guan, Hong Jiang. Density-matrix embedding based multi-reference perturbation theory approach to single-ion magnets. The Journal of Chemical Physics 2025, 162
(22)
https://doi.org/10.1063/5.0269968
- Mykyta Onizhuk, Giulia Galli. Colloquium
: Decoherence of solid-state spin qubits: A computational perspective. Reviews of Modern Physics 2025, 97
(2)
https://doi.org/10.1103/RevModPhys.97.021001
- Hirofumi Nishi, Yuki Takei, Taichi Kosugi, Shunsuke Mieda, Yutaka Natsume, Takeshi Aoyagi, Yu-ichiro Matsushita. Encoded probabilistic imaginary-time evolution on a trapped-ion quantum computer for ground and excited states of spin qubits. Physical Review Applied 2025, 23
(3)
https://doi.org/10.1103/PhysRevApplied.23.034016
- Marianne Bathen, Christopher Linderälv, Ulrike Grossner, Lasse Vines. Color centers in silicon carbide. 2025, 247-275. https://doi.org/10.1016/B978-0-443-13717-4.00014-1
- Ao Wu, Danis I. Badrtdinov, Woncheol Lee, Malte Rösner, Cyrus E. Dreyer, Maciej Koperski. Ab initio methods applied to carbon-containing defects in hexagonal boron nitride. Materials Today Sustainability 2024, 28 , 100988. https://doi.org/10.1016/j.mtsust.2024.100988
- Joel Davidsson, Mykyta Onizhuk, Christian Vorwerk, Giulia Galli. Discovery of atomic clock-like spin defects in simple oxides from first principles. Nature Communications 2024, 15
(1)
https://doi.org/10.1038/s41467-024-49057-8
- Gabriel I. López-Morales, Joanna M. Zajac, Johannes Flick, Carlos A. Meriles, Cyrus E. Dreyer. Quantum embedding study of strain- and electric-field-induced Stark effects on the
NV
−
center in diamond. Physical Review B 2024, 110
(24)
https://doi.org/10.1103/PhysRevB.110.245127
- Jiachen Li, Tianyu Zhu. Restoring translational symmetry in periodic all-orbital dynamical mean-field theory simulations. Faraday Discussions 2024, 254 , 641-652. https://doi.org/10.1039/D4FD00068D
- Yuri Alexeev, Maximilian Amsler, Marco Antonio Barroca, Sanzio Bassini, Torey Battelle, Daan Camps, David Casanova, Young Jay Choi, Frederic T. Chong, Charles Chung, Christopher Codella, Antonio D. Córcoles, James Cruise, Alberto Di Meglio, Ivan Duran, Thomas Eckl, Sophia Economou, Stephan Eidenbenz, Bruce Elmegreen, Clyde Fare, Ismael Faro, Cristina Sanz Fernández, Rodrigo Neumann Barros Ferreira, Keisuke Fuji, Bryce Fuller, Laura Gagliardi, Giulia Galli, Jennifer R. Glick, Isacco Gobbi, Pranav Gokhale, Salvador de la Puente Gonzalez, Johannes Greiner, Bill Gropp, Michele Grossi, Emanuel Gull, Burns Healy, Matthew R. Hermes, Benchen Huang, Travis S. Humble, Nobuyasu Ito, Artur F. Izmaylov, Ali Javadi-Abhari, Douglas Jennewein, Shantenu Jha, Liang Jiang, Barbara Jones, Wibe Albert de Jong, Petar Jurcevic, William Kirby, Stefan Kister, Masahiro Kitagawa, Joel Klassen, Katherine Klymko, Kwangwon Koh, Masaaki Kondo, Dog̃a Murat Kürkçüog̃lu, Krzysztof Kurowski, Teodoro Laino, Ryan Landfield, Matt Leininger, Vicente Leyton-Ortega, Ang Li, Meifeng Lin, Junyu Liu, Nicolas Lorente, Andre Luckow, Simon Martiel, Francisco Martin-Fernandez, Margaret Martonosi, Claire Marvinney, Arcesio Castaneda Medina, Dirk Merten, Antonio Mezzacapo, Kristel Michielsen, Abhishek Mitra, Tushar Mittal, Kyungsun Moon, Joel Moore, Sarah Mostame, Mario Motta, Young-Hye Na, Yunseong Nam, Prineha Narang, Yu-ya Ohnishi, Daniele Ottaviani, Matthew Otten, Scott Pakin, Vincent R. Pascuzzi, Edwin Pednault, Tomasz Piontek, Jed Pitera, Patrick Rall, Gokul Subramanian Ravi, Niall Robertson, Matteo A.C. Rossi, Piotr Rydlichowski, Hoon Ryu, Georgy Samsonidze, Mitsuhisa Sato, Nishant Saurabh, Vidushi Sharma, Kunal Sharma, Soyoung Shin, George Slessman, Mathias Steiner, Iskandar Sitdikov, In-Saeng Suh, Eric D. Switzer, Wei Tang, Joel Thompson, Synge Todo, Minh C. Tran, Dimitar Trenev, Christian Trott, Huan-Hsin Tseng, Norm M. Tubman, Esin Tureci, David García Valiñas, Sofia Vallecorsa, Christopher Wever, Konrad Wojciechowski, Xiaodi Wu, Shinjae Yoo, Nobuyuki Yoshioka, Victor Wen-zhe Yu, Seiji Yunoki, Sergiy Zhuk, Dmitry Zubarev. Quantum-centric supercomputing for materials science: A perspective on challenges and future directions. Future Generation Computer Systems 2024, 160 , 666-710. https://doi.org/10.1016/j.future.2024.04.060
- Benchen Huang, Yi-Ting Chen, Brajesh Gupt, Martin Suchara, Anh Tran, Sam McArdle, Giulia Galli. Evaluating a quantum-classical quantum Monte Carlo algorithm with Matchgate shadows. Physical Review Research 2024, 6
(4)
https://doi.org/10.1103/PhysRevResearch.6.043063
- Hosung Seo, Viktor Ivády, Yuan Ping. First-principles computational methods for quantum defects in two-dimensional materials: A perspective. Applied Physics Letters 2024, 125
(14)
https://doi.org/10.1063/5.0230736
- Jack S. Baker, Pablo A. M. Casares, Modjtaba Shokrian Zini, Jaydeep Thik, Debasish Banerjee, Chen Ling, Alain Delgado, Juan Miguel Arrazola. Simulating optically active spin defects with a quantum computer. Physical Review A 2024, 110
(3)
https://doi.org/10.1103/PhysRevA.110.032606
- Swarnabha Chattaraj, Supratik Guha, Giulia Galli. First-principles investigation of near-field energy transfer between localized quantum emitters in solids. Physical Review Research 2024, 6
(3)
https://doi.org/10.1103/PhysRevResearch.6.033170
- Luca Erhart, Yuichiro Yoshida, Viktor Khinevich, Wataru Mizukami. Coupled cluster method tailored with quantum computing. Physical Review Research 2024, 6
(2)
https://doi.org/10.1103/PhysRevResearch.6.023230
- Qimin Yan, Swastik Kar, Sugata Chowdhury, Arun Bansil. The Case for a Defect Genome Initiative. Advanced Materials 2024, 36
(11)
https://doi.org/10.1002/adma.202303098
- Yihuang Xiong, Milena Mathew, Sinéad M Griffin, Alp Sipahigil, Geoffroy Hautier. Midgap state requirements for optically active quantum defects. Materials for Quantum Technology 2024, 4
(1)
, 013001. https://doi.org/10.1088/2633-4356/ad1d38
- Charles J. C. Scott, George H. Booth. Rigorous Screened Interactions for Realistic Correlated Electron Systems. Physical Review Letters 2024, 132
(7)
https://doi.org/10.1103/PhysRevLett.132.076401
- Matteo Gori, Philip Kurian, Alexandre Tkatchenko. Second quantization of many-body dispersion interactions for chemical and biological systems. Nature Communications 2023, 14
(1)
https://doi.org/10.1038/s41467-023-43785-z
- Changsu Cao, Jinzhao Sun, Xiao Yuan, Han-Shi Hu, Hung Q. Pham, Dingshun Lv. Ab initio quantum simulation of strongly correlated materials with quantum embedding. npj Computational Materials 2023, 9
(1)
https://doi.org/10.1038/s41524-023-01045-0
- Mariya Romanova, Guorong Weng, Arsineh Apelian, Vojtěch Vlček. Dynamical downfolding for localized quantum states. npj Computational Materials 2023, 9
(1)
https://doi.org/10.1038/s41524-023-01078-5
- Matej Ditte, Matteo Barborini, Leonardo Medrano Sandonas, Alexandre Tkatchenko. Molecules in Environments: Toward Systematic Quantum Embedding of Electrons and Drude Oscillators. Physical Review Letters 2023, 131
(22)
https://doi.org/10.1103/PhysRevLett.131.228001
- Yihuang Xiong, Céline Bourgois, Natalya Sheremetyeva, Wei Chen, Diana Dahliah, Hanbin Song, Jiongzhi Zheng, Sinéad M. Griffin, Alp Sipahigil, Geoffroy Hautier. High-throughput identification of spin-photon interfaces in silicon. Science Advances 2023, 9
(40)
https://doi.org/10.1126/sciadv.adh8617
- Quentin Marécat, Benjamin Lasorne, Emmanuel Fromager, Matthieu Saubanère. Unitary transformations within density matrix embedding approaches: A perspective on the self-consistent scheme for electronic structure calculation. Physical Review B 2023, 108
(15)
https://doi.org/10.1103/PhysRevB.108.155119
- Quentin Marécat, Matthieu Saubanère. A Versatile Unitary Transformation Framework for an Optimal Bath Construction in Density-Matrix Based Quantum Embedding Approaches. Computation 2023, 11
(10)
, 203. https://doi.org/10.3390/computation11100203
- K. A. Simula, I. Makkonen. Calculation of the energies of the multideterminant states of the nitrogen vacancy center in diamond with quantum Monte Carlo. Physical Review B 2023, 108
(9)
https://doi.org/10.1103/PhysRevB.108.094108
- Alina Kononov, Cheng-Wei Lee, Ethan P Shapera, André Schleife. Identifying native point defect configurations in α-alumina. Journal of Physics: Condensed Matter 2023, 35
(33)
, 334002. https://doi.org/10.1088/1361-648X/acd3cf
- Ilya Popov, Evgeny Plekhanov, Andrei Tchougréeff, Elena Besley. Effective hamiltonian of crystal field method for periodic systems containing transition metals. Molecular Physics 2023, 121
(9-10)
https://doi.org/10.1080/00268976.2022.2106905
- Chenghan Li, Junjie Yang, Xing Zhang, Garnet Kin-Lic Chan. Multi-site reaction dynamics through multi-fragment density matrix embedding. The Journal of Chemical Physics 2023, 158
(13)
https://doi.org/10.1063/5.0142961
- Christian Vorwerk, Giulia Galli. Disentangling photoexcitation and photoluminescence processes in defective MgO. Physical Review Materials 2023, 7
(3)
https://doi.org/10.1103/PhysRevMaterials.7.033801
- Aleksei V. Ivanov, Yorick L. A. Schmerwitz, Gianluca Levi, Hannes Jónsson. Electronic excitations of the charged nitrogen-vacancy center in diamond obtained using time-independent variational density functional calculations. SciPost Physics 2023, 15
(1)
https://doi.org/10.21468/SciPostPhys.15.1.009
- Mariya Romanova, Vojtěch Vlček. Stochastic many-body calculations of moiré states in twisted bilayer graphene at high pressures. npj Computational Materials 2022, 8
(1)
https://doi.org/10.1038/s41524-022-00697-8
- Yu Jin, Marco Govoni, Giulia Galli. Vibrationally resolved optical excitations of the nitrogen-vacancy center in diamond. npj Computational Materials 2022, 8
(1)
https://doi.org/10.1038/s41524-022-00928-y
- Gabriel I. López-Morales, Alexander Hampel, Gustavo E. López, Vinod M. Menon, Johannes Flick, Carlos A. Meriles. Ab-initio investigation of Er3+ defects in tungsten disulfide. Computational Materials Science 2022, 210 , 111041. https://doi.org/10.1016/j.commatsci.2021.111041
- Christian Vorwerk, Nan Sheng, Marco Govoni, Benchen Huang, Giulia Galli. Quantum embedding theories to simulate condensed systems on quantum computers. Nature Computational Science 2022, 2
(7)
, 424-432. https://doi.org/10.1038/s43588-022-00279-0
- Lukas Muechler, Danis I. Badrtdinov, Alexander Hampel, Jennifer Cano, Malte Rösner, Cyrus E. Dreyer. Quantum embedding methods for correlated excited states of point defects: Case studies and challenges. Physical Review B 2022, 105
(23)
https://doi.org/10.1103/PhysRevB.105.235104
- Ozan Dernek, Dmitry Skachkov, Walter R. L. Lambrecht, Mark van Schilfgaarde. Real-space representation of the quasiparticle self-consistent
G
W
self-energy and its application to defect calculations. Physical Review B 2022, 105
(20)
https://doi.org/10.1103/PhysRevB.105.205136
- Benchen Huang, Marco Govoni, Giulia Galli. Simulating the Electronic Structure of Spin Defects on Quantum Computers. PRX Quantum 2022, 3
(1)
https://doi.org/10.1103/PRXQuantum.3.010339
- Tommaso Chiarotti, Nicola Marzari, Andrea Ferretti. Unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials. Physical Review Research 2022, 4
(1)
https://doi.org/10.1103/PhysRevResearch.4.013242
- Daniel S. Graham, Xuelan Wen, Dhabih V. Chulhai, Jason D. Goodpaster. Huzinaga projection embedding for efficient and accurate energies of systems with localized spin-densities. The Journal of Chemical Physics 2022, 156
(5)
https://doi.org/10.1063/5.0076493
- Yuan Ping, Tyler J. Smart. Computational design of quantum defects in two-dimensional materials. Nature Computational Science 2021, 1
(10)
, 646-654. https://doi.org/10.1038/s43588-021-00140-w
- John P. Philbin, Prineha Narang. Computational Materials Insights Into Solid-State Multiqubit Systems. PRX Quantum 2021, 2
(3)
https://doi.org/10.1103/PRXQuantum.2.030102
- Guorong Weng, Vojtěch Vlček. Efficient treatment of molecular excitations in the liquid phase environment via stochastic many-body theory. The Journal of Chemical Physics 2021, 155
(5)
https://doi.org/10.1063/5.0058410
- Yu Jin, Marco Govoni, Gary Wolfowicz, Sean E. Sullivan, F. Joseph Heremans, David D. Awschalom, Giulia Galli. Photoluminescence spectra of point defects in semiconductors: Validation of first-principles calculations. Physical Review Materials 2021, 5
(8)
https://doi.org/10.1103/PhysRevMaterials.5.084603
Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.
Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.
The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.