Adaptive Variational Quantum Computing Approaches for Green’s Functions and Nonlinear Susceptibilities

Mootz, Martin; Iadecola, Thomas; Yao, Yong-Xin

doi:10.1021/acs.jctc.4c00874

Title: Adaptive Variational Quantum Computing Approaches for Green’s Functions and Nonlinear Susceptibilities

Journal Article · 26 September 2024 · Journal of Chemical Theory and Computation

DOI: https://doi.org/10.1021/acs.jctc.4c00874 · OSTI ID:2448473

^[1]; Iadecola, Thomas ^[2];

^[2]

Ames Laboratory (AMES), Ames, IA (United States)
Ames Laboratory (AMES), Ames, IA (United States); Iowa State Univ., Ames, IA (United States)

Here, we present and benchmark quantum computing approaches for calculating real-time single-particle Green’s functions and nonlinear susceptibilities of Hamiltonian systems. The approaches leverage adaptive variational quantum algorithms for state preparation and propagation. Using automatically generated compact circuits, the dynamical evolution is performed over sufficiently long times to achieve adequate frequency resolution of the response functions. We showcase accurate Green’s function calculations using a statevector simulator on classical hardware for Fermi-Hubbard chains of 4 and 6 sites, with maximal ansatz circuit depths of 65 and 424 layers, respectively, and for the molecule LiH with a maximal ansatz circuit depth of 81 layers. Additionally, we consider an antiferromagnetic quantum spin-1 model that incorporates the Dzyaloshinskii-Moriya interaction to illustrate calculations of the third-order nonlinear susceptibilities, which can be measured in two-dimensional coherent spectroscopy experiments. These results demonstrate that real-time approaches using adaptive parametrized circuits to evaluate linear and nonlinear response functions can be feasible with near-term quantum processors.

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Research Organization:: Ames Laboratory (AMES), Ames, IA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES). Materials Sciences & Engineering Division (MSE)

Grant/Contract Number:: AC02-07CH11358

OSTI ID:: 2448473

Report Number(s):: IS-J--11,441

Journal Information:: Journal of Chemical Theory and Computation, Journal Name: Journal of Chemical Theory and Computation Journal Issue: 19 Vol. 20; ISSN 1549-9618

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (90)

Adaptive Variational Quantum Imaginary Time Evolution Approach for Ground State Preparation Gomes, Niladri; Mukherjee, Anirban; Zhang, Feng Advanced Quantum Technologies, Vol. 4, Issue 12 https://doi.org/10.1002/qute.202100114	journal	October 2021
P y SCF: the Python-based simulations of chemistry framework : The PySCF program Sun, Qiming; Berkelbach, Timothy C.; Blunt, Nick S. Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 8, Issue 1 https://doi.org/10.1002/wcms.1340	journal	September 2017
Über das Paulische Äquivalenzverbot Jordan, P.; Wigner, E. P. The Collected Works of Eugene Paul Wigner https://doi.org/10.1007/978-3-662-02781-3_9	book	January 1993
Simulating physics with computers Feynman, Richard P. International Journal of Theoretical Physics, Vol. 21, Issue 6-7 https://doi.org/10.1007/BF02650179	journal	June 1982
The density-matrix renormalization group in the age of matrix product states Schollwöck, Ulrich Annals of Physics, Vol. 326, Issue 1 https://doi.org/10.1016/j.aop.2010.09.012	journal	January 2011
Exact diagonalization library for quantum electron models Iskakov, Sergei; Danilov, Michael Computer Physics Communications, Vol. 225 https://doi.org/10.1016/j.cpc.2017.12.016	journal	April 2018
Quantum Monte Carlo Methods Gubernatis, James; Kawashima, Naoki; Werner, Philipp Cambridge University Press https://doi.org/10.1017/CBO9780511902581	book	January 2016
Nonequilibrium Many-Body Theory of Quantum Systems Stefanucci, Gianluca; van Leeuwen, Robert https://doi.org/10.1017/CBO9781139023979	book	March 2013
Efficient Step-Merged Quantum Imaginary Time Evolution Algorithm for Quantum Chemistry Gomes, Niladri; Zhang, Feng; Berthusen, Noah F. Journal of Chemical Theory and Computation, Vol. 16, Issue 10 https://doi.org/10.1021/acs.jctc.0c00666	journal	September 2020
Computing the Many-Body Green’s Function with Adaptive Variational Quantum Dynamics Gomes, Niladri; Williams-Young, David B.; de Jong, Wibe A. Journal of Chemical Theory and Computation, Vol. 19, Issue 11 https://doi.org/10.1021/acs.jctc.3c00150	journal	May 2023
Simulating Chemistry on Bosonic Quantum Devices Dutta, Rishab; Cabral, Delmar G. A.; Lyu, Ningyi Journal of Chemical Theory and Computation, Vol. 20, Issue 15, 6426-6441 https://doi.org/10.1021/acs.jctc.4c00544	journal	July 2024
Accelerated Broadband Spectra Using Transition Dipole Decomposition and Padé Approximants Bruner, Adam; LaMaster, Daniel; Lopata, Kenneth Journal of Chemical Theory and Computation, Vol. 12, Issue 8 https://doi.org/10.1021/acs.jctc.6b00511	journal	July 2016
Qubit Coupled Cluster Method: A Systematic Approach to Quantum Chemistry on a Quantum Computer Ryabinkin, Ilya G.; Yen, Tzu-Ching; Genin, Scott N. Journal of Chemical Theory and Computation, Vol. 14, Issue 12 https://doi.org/10.1021/acs.jctc.8b00932	journal	November 2018
Two-Dimensional Terahertz Correlation Spectra of Electronic Excitations in Semiconductor Quantum Wells Kuehn, W.; Reimann, K.; Woerner, M. The Journal of Physical Chemistry B, Vol. 115, Issue 18 https://doi.org/10.1021/jp1099046	journal	May 2011
Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets Kandala, Abhinav; Mezzacapo, Antonio; Temme, Kristan Nature, Vol. 549, Issue 7671 https://doi.org/10.1038/nature23879	journal	September 2017
Coherent cyclotron motion beyond Kohn’s theorem Maag, T.; Bayer, A.; Baierl, S. Nature Physics, Vol. 12, Issue 2 https://doi.org/10.1038/nphys3559	journal	November 2015
Ultrafast manipulation of topologically enhanced surface transport driven by mid-infrared and terahertz pulses in Bi2Se3 Luo, L.; Yang, X.; Liu, X. Nature Communications, Vol. 10, Issue 1 https://doi.org/10.1038/s41467-019-08559-6	journal	February 2019
An adaptive variational algorithm for exact molecular simulations on a quantum computer Grimsley, Harper R.; Economou, Sophia E.; Barnes, Edwin Nature Communications, Vol. 10, Issue 1 https://doi.org/10.1038/s41467-019-10988-2	journal	July 2019
Light quantum control of persisting Higgs modes in iron-based superconductors Vaswani, C.; Kang, J. H.; Mootz, M. Nature Communications, Vol. 12, Issue 1 https://doi.org/10.1038/s41467-020-20350-6	journal	January 2021
Extreme terahertz magnon multiplication induced by resonant magnetic pulse pairs Huang, C.; Luo, L.; Mootz, M. Nature Communications, Vol. 15, Issue 1 https://doi.org/10.1038/s41467-024-47471-6	journal	April 2024
Simulating quantum many-body dynamics on a current digital quantum computer Smith, Adam; Kim, M. S.; Pollmann, Frank npj Quantum Information, Vol. 5, Issue 1 https://doi.org/10.1038/s41534-019-0217-0	journal	November 2019
Light control of surface–bulk coupling by terahertz vibrational coherence in a topological insulator Yang, Xu; Luo, Liang; Vaswani, Chirag npj Quantum Materials, Vol. 5, Issue 1 https://doi.org/10.1038/s41535-020-0215-7	journal	February 2020
Terahertz-light quantum tuning of a metastable emergent phase hidden by superconductivity Yang, X.; Vaswani, C.; Sundahl, C. Nature Materials, Vol. 17, Issue 7 https://doi.org/10.1038/s41563-018-0096-3	journal	June 2018
Lightwave-driven gapless superconductivity and forbidden quantum beats by terahertz symmetry breaking Yang, X.; Vaswani, C.; Sundahl, C. Nature Photonics, Vol. 13, Issue 10 https://doi.org/10.1038/s41566-019-0470-y	journal	July 2019
Quantum hardware simulating four-dimensional inelastic neutron scattering Chiesa, A.; Tacchino, F.; Grossi, M. Nature Physics, Vol. 15, Issue 5 https://doi.org/10.1038/s41567-019-0437-4	journal	March 2019
Determining eigenstates and thermal states on a quantum computer using quantum imaginary time evolution Motta, Mario; Sun, Chong; Tan, Adrian T. K. Nature Physics, Vol. 16, Issue 2 https://doi.org/10.1038/s41567-019-0704-4	journal	November 2019
Observation of a marginal Fermi glass Mahmood, Fahad; Chaudhuri, Dipanjan; Gopalakrishnan, Sarang Nature Physics https://doi.org/10.1038/s41567-020-01149-0	journal	January 2021
Quantum coherence tomography of light-controlled superconductivity Luo, L.; Mootz, M.; Kang, J. H. Nature Physics https://doi.org/10.1038/s41567-022-01827-1	journal	December 2022
Practical quantum advantage in quantum simulation Daley, Andrew J.; Bloch, Immanuel; Kokail, Christian Nature, Vol. 607, Issue 7920 https://doi.org/10.1038/s41586-022-04940-6	journal	July 2022
Evidence for the utility of quantum computing before fault tolerance Kim, Youngseok; Eddins, Andrew; Anand, Sajant Nature, Vol. 618, Issue 7965 https://doi.org/10.1038/s41586-023-06096-3	journal	June 2023
SciPy 1.0: fundamental algorithms for scientific computing in Python Virtanen, Pauli; Gommers, Ralf; Oliphant, Travis E. Nature Methods https://doi.org/10.1038/s41592-019-0686-2	journal	February 2020
Qubit-excitation-based adaptive variational quantum eigensolver Yordanov, Yordan S.; Armaos, V.; Barnes, Crispin H. W. Communications Physics, Vol. 4, Issue 1 https://doi.org/10.1038/s42005-021-00730-0	journal	October 2021
Comparative study of adaptive variational quantum eigensolvers for multi-orbital impurity models Mukherjee, Anirban; Berthusen, Noah F.; Getelina, João C. Communications Physics, Vol. 6, Issue 1 https://doi.org/10.1038/s42005-022-01089-6	journal	January 2023
Non-linear quantum-classical scheme to simulate non-equilibrium strongly correlated fermionic many-body dynamics Kreula, J. M.; Clark, S. R.; Jaksch, D. Scientific Reports, Vol. 6, Issue 1 https://doi.org/10.1038/srep32940	journal	September 2016
Phase-resolved two-dimensional spectroscopy based on collinear n-wave mixing in the ultrafast time domain Kuehn, W.; Reimann, K.; Woerner, M. The Journal of Chemical Physics, Vol. 130, Issue 16 https://doi.org/10.1063/1.3120766	journal	April 2009
Quantum subspace expansion in the presence of hardware noise Getelina, João C.; Sharma, Prachi; Iadecola, Thomas APL Quantum, Vol. 1, Issue 3 https://doi.org/10.1063/5.0217294	journal	September 2024
Toward the first quantum simulation with quantum speedup Childs, Andrew M.; Maslov, Dmitri; Nam, Yunseong Proceedings of the National Academy of Sciences, Vol. 115, Issue 38 https://doi.org/10.1073/pnas.1801723115	journal	September 2018
Nonlinear rotational spectroscopy reveals many-body interactions in water molecules Zhang, Yaqing; Shi, Jiaojian; Li, Xian Proceedings of the National Academy of Sciences, Vol. 118, Issue 40 https://doi.org/10.1073/pnas.2020941118	journal	September 2021
A variational solution of the time-dependent Schrodinger equation McLachlan, A. D. Molecular Physics, Vol. 8, Issue 1 https://doi.org/10.1080/00268976400100041	journal	January 1964
The GW method Aryasetiawan, F.; Gunnarsson, O. Reports on Progress in Physics, Vol. 61, Issue 3 https://doi.org/10.1088/0034-4885/61/3/002	journal	March 1998
Ultrafast two-dimensional terahertz spectroscopy of elementary excitations in solids Woerner, Michael; Kuehn, Wilhelm; Bowlan, Pamela New Journal of Physics, Vol. 15, Issue 2 https://doi.org/10.1088/1367-2630/15/2/025039	journal	February 2013
Two-dimensional coherent spectrum of high-spin models via a quantum computing approach Mootz, Martin; Orth, Peter P.; Huang, Chuankun Quantum Science and Technology, Vol. 9, Issue 3 https://doi.org/10.1088/2058-9565/ad57ea 035054	journal	June 2024
Theory of Nonequilibrium Superconductivity Kopnin, Nikolai Oxford University Press https://doi.org/10.1093/acprof:oso/9780198507888.001.0001	book	May 2001
Many–Body Quantum Theory in Condensed Matter Physics Bruus, Henrik; Flensberg, Karsten https://doi.org/10.1093/oso/9780198566335.001.0001	book	September 2004
Qubit-ADAPT-VQE: An Adaptive Algorithm for Constructing Hardware-Efficient Ansätze on a Quantum Processor Tang, Ho Lun; Shkolnikov, V. O.; Barron, George S. PRX Quantum, Vol. 2, Issue 2 https://doi.org/10.1103/PRXQuantum.2.020310	journal	April 2021
Adaptive Variational Quantum Dynamics Simulations Yao, Yong-Xin; Gomes, Niladri; Zhang, Feng PRX Quantum, Vol. 2, Issue 3 https://doi.org/10.1103/PRXQuantum.2.030307	journal	July 2021
Construction of Green's functions on a quantum computer: Quasiparticle spectra of molecules Kosugi, Taichi; Matsushita, Yu-ichiro Physical Review A, Vol. 101, Issue 1 https://doi.org/10.1103/PhysRevA.101.012330	journal	January 2020
Lanczos recursion on a quantum computer for the Green's function and ground state Baker, Thomas E. Physical Review A, Vol. 103, Issue 3 https://doi.org/10.1103/PhysRevA.103.032404	journal	March 2021
Improving Hamiltonian encodings with the Gray code Di Matteo, Olivia; McCoy, Anna; Gysbers, Peter Physical Review A, Vol. 103, Issue 4 https://doi.org/10.1103/PhysRevA.103.042405	journal	April 2021
Variational quantum eigensolver for dynamic correlation functions Chen, Hongxiang; Nusspickel, Max; Tilly, Jules Physical Review A, Vol. 104, Issue 3 https://doi.org/10.1103/PhysRevA.104.032405	journal	September 2021
Qutrit circuits and algebraic relations: A pathway to efficient spin-1 Hamiltonian simulation Ogunkoya, Oluwadara; Kim, Joonho; Peng, Bo Physical Review A, Vol. 109, Issue 1 https://doi.org/10.1103/PhysRevA.109.012426	journal	January 2024
Solving strongly correlated electron models on a quantum computer Wecker, Dave; Hastings, Matthew B.; Wiebe, Nathan Physical Review A, Vol. 92, Issue 6 https://doi.org/10.1103/PhysRevA.92.062318	journal	December 2015
Quantum computation of magnon spectra Francis, Akhil; Freericks, J. K.; Kemper, A. F. Physical Review B, Vol. 101, Issue 1 https://doi.org/10.1103/PhysRevB.101.014411	journal	January 2020
Adaptive variational ground state preparation for spin-1 models on qubit-based architectures Getelina, João C.; Wang, Cai-Zhuang; Iadecola, Thomas Physical Review B, Vol. 109, Issue 8 https://doi.org/10.1103/PhysRevB.109.085128	journal	February 2024
Single-particle Green’s functions and interacting topological insulators Gurarie, V. Physical Review B, Vol. 83, Issue 8 https://doi.org/10.1103/PhysRevB.83.085426	journal	February 2011
Dynamic linear response quantum algorithm Roggero, Alessandro; Carlson, Joseph Physical Review C, Vol. 100, Issue 3 https://doi.org/10.1103/PhysRevC.100.034610	journal	September 2019
Quench dynamics of the Schwinger model via variational quantum algorithms Nagano, Lento; Bapat, Aniruddha; Bauer, Christian W. Physical Review D, Vol. 108, Issue 3 https://doi.org/10.1103/PhysRevD.108.034501	journal	August 2023
Minimally Entangled Typical Quantum States at Finite Temperature White, Steven R. Physical Review Letters, Vol. 102, Issue 19 https://doi.org/10.1103/PhysRevLett.102.190601	journal	May 2009
Nonperturbative Interband Response of a Bulk InSb Semiconductor Driven Off Resonantly by Terahertz Electromagnetic Few-Cycle Pulses Junginger, F.; Mayer, B.; Schmidt, C. Physical Review Letters, Vol. 109, Issue 14 https://doi.org/10.1103/PhysRevLett.109.147403	journal	October 2012
Efficient Quantum Algorithm for Computing n -time Correlation Functions Pedernales, J. S.; Di Candia, R.; Egusquiza, I. L. Physical Review Letters, Vol. 113, Issue 2 https://doi.org/10.1103/PhysRevLett.113.020505	journal	July 2014
Distinguishing Nonlinear Terahertz Excitation Pathways with Two-Dimensional Spectroscopy Johnson, Courtney L.; Knighton, Brittany E.; Johnson, Jeremy A. Physical Review Letters, Vol. 122, Issue 7 https://doi.org/10.1103/PhysRevLett.122.073901	journal	February 2019
Resolving Continua of Fractional Excitations by Spinon Echo in THz 2D Coherent Spectroscopy Wan, Yuan; Armitage, N. P. Physical Review Letters, Vol. 122, Issue 25 https://doi.org/10.1103/PhysRevLett.122.257401	journal	June 2019
Theory of Two-Dimensional Nonlinear Spectroscopy for the Kitaev Spin Liquid Choi, Wonjune; Lee, Ki Hoon; Kim, Yong Baek Physical Review Letters, Vol. 124, Issue 11 https://doi.org/10.1103/PhysRevLett.124.117205	journal	March 2020
Terahertz Second-Harmonic Generation from Lightwave Acceleration of Symmetry-Breaking Nonlinear Supercurrents Vaswani, C.; Mootz, M.; Sundahl, C. Physical Review Letters, Vol. 124, Issue 20 https://doi.org/10.1103/PhysRevLett.124.207003	journal	May 2020
Variational Quantum Simulation of General Processes Endo, Suguru; Sun, Jinzhao; Li, Ying Physical Review Letters, Vol. 125, Issue 1 https://doi.org/10.1103/PhysRevLett.125.010501	journal	June 2020
Methodology for replacing indirect measurements with direct measurements Mitarai, Kosuke; Fujii, Keisuke Physical Review Research, Vol. 1, Issue 1 https://doi.org/10.1103/PhysRevResearch.1.013006	journal	August 2019
Calculation of the Green's function on near-term quantum computers Endo, Suguru; Kurata, Iori; Nakagawa, Yuya O. Physical Review Research, Vol. 2, Issue 3 https://doi.org/10.1103/PhysRevResearch.2.033281	journal	August 2020
Spectroscopic fingerprints of gapped quantum spin liquids, both conventional and fractonic Nandkishore, Rahul M.; Choi, Wonjune; Kim, Yong Baek Physical Review Research, Vol. 3, Issue 1 https://doi.org/10.1103/PhysRevResearch.3.013254	journal	March 2021
Error-mitigated simulation of quantum many-body scars on quantum computers with pulse-level control Chen, I-Chi; Burdick, Benjamin; Yao, Yongxin Physical Review Research, Vol. 4, Issue 4 https://doi.org/10.1103/PhysRevResearch.4.043027	journal	October 2022
Effective calculation of the Green's function in the time domain on near-term quantum processors Libbi, Francesco; Rizzo, Jacopo; Tacchino, Francesco Physical Review Research, Vol. 4, Issue 4 https://doi.org/10.1103/PhysRevResearch.4.043038	journal	October 2022
Mapping the metal-insulator phase diagram by algebraically fast-forwarding dynamics on a cloud quantum computer Steckmann, Thomas; Keen, Trevor; Kökcü, Efekan Physical Review Research, Vol. 5, Issue 2 https://doi.org/10.1103/PhysRevResearch.5.023198	journal	June 2023
Light-Driven Raman Coherence as a Nonthermal Route to Ultrafast Topology Switching in a Dirac Semimetal Vaswani, C.; Wang, L. -L.; Mudiyanselage, D. H. Physical Review X, Vol. 10, Issue 2 https://doi.org/10.1103/PhysRevX.10.021013	journal	April 2020
Hybrid Quantum-Classical Approach to Correlated Materials Bauer, Bela; Wecker, Dave; Millis, Andrew J. Physical Review X, Vol. 6, Issue 3 https://doi.org/10.1103/PhysRevX.6.031045	journal	September 2016
Quantum Chemistry Calculations on a Trapped-Ion Quantum Simulator Hempel, Cornelius; Maier, Christine; Romero, Jonathan Physical Review X, Vol. 8, Issue 3 https://doi.org/10.1103/PhysRevX.8.031022	journal	July 2018
Dynamical mean-field theory of strongly correlated fermion systems and the limit of infinite dimensions Georges, Antoine; Kotliar, Gabriel; Krauth, Werner Reviews of Modern Physics, Vol. 68, Issue 1 https://doi.org/10.1103/RevModPhys.68.13	journal	January 1996
Electronic structure calculations with dynamical mean-field theory Kotliar, G.; Savrasov, S. Y.; Haule, K. Reviews of Modern Physics, Vol. 78, Issue 3 https://doi.org/10.1103/RevModPhys.78.865	journal	August 2006
Nonequilibrium dynamical mean-field theory and its applications Aoki, Hideo; Tsuji, Naoto; Eckstein, Martin Reviews of Modern Physics, Vol. 86, Issue 2 https://doi.org/10.1103/RevModPhys.86.779	journal	June 2014
Quantum error mitigation Cai, Zhenyu; Babbush, Ryan; Benjamin, Simon C. Reviews of Modern Physics, Vol. 95, Issue 4 https://doi.org/10.1103/RevModPhys.95.045005	journal	December 2023
C2QA - Bosonic Qiskit Stavenger, Timothy J.; Crane, Eleanor; Smith, Kevin C. 2022 IEEE High Performance Extreme Computing Conference (HPEC) https://doi.org/10.1109/HPEC55821.2022.9926318	conference	September 2022
Compressive Sensing in Electromagnetics - A Review Massa, Andrea; Rocca, Paolo; Oliveri, Giacomo IEEE Antennas and Propagation Magazine, Vol. 57, Issue 1 https://doi.org/10.1109/MAP.2015.2397092	journal	February 2015
Sparse Representation for Wireless Communications: A Compressive Sensing Approach Qin, Zhijin; Fan, Jiancun; Liu, Yuanwei IEEE Signal Processing Magazine, Vol. 35, Issue 3 https://doi.org/10.1109/MSP.2018.2789521	journal	May 2018
Universal Quantum Simulators Lloyd, S. Science, Vol. 273, Issue 5278 https://doi.org/10.1126/science.273.5278.1073	journal	August 1996
Probing the Electronic Structure of Complex Systems by ARPES Damascelli, Andrea Physica Scripta, Vol. T109 https://doi.org/10.1238/Physica.Topical.109a00061	journal	January 2004
Adaptive variational quantum minimally entangled typical thermal states for finite temperature simulations Getelina, João C.; Gomes, Niladri; Iadecola, Thomas SciPost Physics, Vol. 15, Issue 3 https://doi.org/10.21468/SciPostPhys.15.3.102	journal	September 2023
Quantum Computing in the NISQ era and beyond Preskill, John Quantum, Vol. 2 https://doi.org/10.22331/q-2018-08-06-79	journal	August 2018
Theory of variational quantum simulation Yuan, Xiao; Endo, Suguru; Zhao, Qi Quantum, Vol. 3 https://doi.org/10.22331/q-2019-10-07-191	journal	October 2019
Fisher Information in Noisy Intermediate-Scale Quantum Applications Meyer, Johannes Jakob Quantum, Vol. 5 https://doi.org/10.22331/q-2021-09-09-539	journal	September 2021
Hybrid quantum-classical approach for coupled-cluster Green's function theory Keen, Trevor; Peng, Bo; Kowalski, Karol Quantum, Vol. 6 https://doi.org/10.22331/q-2022-03-30-675	journal	March 2022
Qudits and High-Dimensional Quantum Computing Wang, Yuchen; Hu, Zixuan; Sanders, Barry C. Frontiers in Physics, Vol. 8 https://doi.org/10.3389/fphy.2020.589504	journal	November 2020
Ultrafast Martensitic Phase Transition Driven by Intense Terahertz Pulses Song, B. Q.; Yang, X.; Sundahl, C. Ultrafast Science, Vol. 3 https://doi.org/10.34133/ultrafastscience.0007	journal	January 2023

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