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This work tackles the problem of finding a good ansatz initialization for Variational Quantum Algorithms (VQAs), by proposing CAFQA, a Clifford Ansatz For Quantum Accuracy.
Self-consistent field, with exchange, for beryllium
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A Fast Quantum Mechanical Algorithm for Database Search. In ANNUAL ACM SYMPOSIUM ON THEORY OF COMPUTING . ACM, 212–219
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Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
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Measurement Error Mitigation for Variational Quantum Algorithms
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Entanglement Induced Barren Plateaus
Carlos Ortiz Marrero, Mária Kieferová, and Nathan Wiebe. 2021 · 2010
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Psi4: an open-source ab initio electronic structure program
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A Quantum Approximate Optimization Algorithm
Edward Farhi, Jeffrey Goldstone, and Sam Gutmann. 2014 · 2014
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A variational eigenvalue solver on a photonic quantum processor
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Improved Classical Simulation of Quantum Circuits Dominated by Clifford Gates
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Jarrod R McClean, Jonathan Romero, Ryan Babbush, and Alán Aspuru-Guzik. 2016 · 2016
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Potential energy surface of the chromium dimer re-re-revisited with multiconfigurational perturbation theory
Steven Vancoillie, Per Åke Malmqvist, and Valera Veryazov. 2016 · 2016
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Cherrypick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics. In Proceedings of the 14th USENIX Conference on Networked Systems Design and Implementation (Boston, MA, USA) (NSDI’17) . USENIX Association, USA, 469–482
Omid Alipourfard, Hongqiang Harry Liu, Jianshu Chen, Shivaram Venkataraman, Minlan Yu, and Ming Zhang. 2017 · 2017
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Quantum machine learning
Jacob Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, and Seth Lloyd. 2017 · 2017
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0.5 petabyte simulation of a 45-qubit quantum circuit
Thomas Häner and Damian S. Steiger. 2017 · 2017
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Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets
Abhinav Kandala, Antonio Mezzacapo, Kristan Temme, Maika Takita, Markus Brink, Jerry M Chow, and Jay M Gambetta. 2017 · 2017
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Hyperband: A novel bandit-based approach to hyperparameter optimization
Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh, and Ameet Talwalkar. 2017 · 2017
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Efficient Variational Quantum Simulator Incorporating Active Error Minimization
Ying Li and Simon C. Benjamin. 2017 · 2017
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Commercialize Quantum Technologies in Five Years
Masoud Mohseni, Peter Read, Hartmut Neven, Sergio Boixo, Vasil Denchev, Ryan Babbush, Austin Fowler, Vadim Smelyanskiy, and John Martinis. 2017 · 2017
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Quantum computation with realistic magic-state factories
Joe O’Gorman and Earl T. Campbell. 2017 · 2017
Cited alongside, same era.
The Python-based Simulations of Chemistry Framework (PySCF)
Qiming Sun, Timothy C. Berkelbach, Nick S. Blunt, George H. Booth, Sheng Guo, Zhendong Li, Junzi Liu, James McClain, Elvira R. Sayfutyarova, Sandeep Sharma, Sebastian Wouters, and Garnet Kin-Lic Chan. 2017 · 2017
Cited alongside, same era.
Error mitigation for short-depth quantum circuits
Kristan Temme, Sergey Bravyi, and Jay M Gambetta. 2017 · 2017
Cited alongside, same era.
Characterizing quantum supremacy in near-term devices
Sergio Boixo, Sergei V. Isakov, Vadim N. Smelyanskiy, Ryan Babbush, Nan Ding, Zhang Jiang, Michael J. Bremner, John M. Martinis, and Hartmut Neven. 2018 · 2018
Cited alongside, same era.
Massively parallel quantum computer simulator, eleven years later
Hans De Raedt, Fengping Jin, Dennis Willsch, Madita Willsch, Naoki Yoshioka, Nobuyasu Ito, Shengjun Yuan, and Kristel Michielsen. 2019 · 2018
Cited alongside, same era.
Noise-induced barren plateaus in variational quantum algorithms
Samson Wang, Enrico Fontana, Marco Cerezo, Kunal Sharma, Akira Sone, Lukasz Cincio, and Patrick J Coles. 2020 · 2020
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What Limits the Simulation of Quantum Computers?
Yiqing Zhou, E. Miles Stoudenmire, and Xavier Waintal. 2020 · 2020
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IBM Quantum SU2 ansatz
2021 · 2021
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Microsoft Docs Hartree–Fock Theory
2021 · 2021
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Techniques and Applications of Quantum Monte Carlo
2021 · 2021
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Error mitigation for variational quantum algorithms through mid-circuit measurements
Ludmila Botelho, Adam Glos, Akash Kundu, Jarosław Adam Miszczak, Özlem Salehi, and Zoltán Zimborás. 2021 · 2021
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A tutorial on Bayesian optimization
Peter I Frazier. 2018 · 2018
Cited alongside, same era.
Barren plateaus in quantum neural network training landscapes
Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy, Ryan Babbush, and Hartmut Neven. 2018 · 2018
Cited alongside, same era.
Quantum optimization using variational algorithms on near-term quantum devices
Nikolaj Moll, Panagiotis Barkoutsos, Lev S Bishop, Jerry M Chow, Andrew Cross, Daniel J Egger, Stefan Filipp, Andreas Fuhrer, Jay M Gambetta, Marc Ganzhorn, et al · 2018
Cited alongside, same era.
Quantum Computing in the NISQ era and beyond
John Preskill. 2018 · 2018
Cited alongside, same era.
Strategies for quantum computing molecular energies using the unitary coupled cluster ansatz
Jonathan Romero, Ryan Babbush, Jarrod R. McClean, Cornelius Hempel, Peter Love, and Alán Aspuru-Guzik. 2018 · 2018
Cited alongside, same era.
Constrained variational quantum eigensolver: Quantum computer search engine in the Fock space
Ilya G. Ryabinkin, Scott N. Genin, and Artur F. Izmaylov. 2018 · 2018
Cited alongside, same era.
Qiskit: An Open-source Framework for Quantum Computing
Héctor Abraham, AduOffei, Rochisha Agarwal, Ismail Yunus Akhalwaya, Gadi Aleksandrowicz, Thomas Alexander, Matthew Amy, Eli Arbel, Arijit02, Abraham Asfaw, Artur Avkhadiev, Carlos Azaustre, AzizNgoueya, Abhik Banerjee, Aman Bansal, Panagiotis Barkoutsos, George Barron, George S. Barron, Luciano Bello, Yael Ben-Haim, Daniel Bevenius, Arjun Bhobe, Lev S. Bishop, Carsten Blank, Sorin Bolos, Samuel Bosch, Brandon, Sergey Bravyi, Bryce-Fuller, David Bucher, Artemiy Burov, Fran Cabrera, Padraic Calpin, Lauren Capelluto, Jorge Carballo, Ginés Carrascal, Adrian Chen, Chun-Fu Chen, Edward Chen, Jielun (Chris) Chen, Richard Chen, Jerry M. Chow, Spencer Churchill, Christian Claus, Christian Clauss, Romilly Cocking, Filipe Correa, Abigail J. Cross, Andrew W. Cross, Simon Cross, Juan Cruz-Benito, Chris Culver, Antonio D. Córcoles-Gonzales, Sean Dague, Tareq El Dandachi, Marcus Daniels, Matthieu Dartiailh, DavideFrr, Abdón Rodríguez Davila, Anton Dekusar, Delton Ding, Jun Doi, Eric Drechsler, Drew, Eugene Dumitrescu, Karel Dumon, Ivan Duran, Kareem EL-Safty, Eric Eastman, Grant Eberle, Pieter Eendebak, Daniel Egger, Mark Everitt, Paco Martín Fernández, Axel Hernández Ferrera, Romain Fouilland, FranckChevallier, Albert Frisch, Andreas Fuhrer, Bryce Fuller, MELVIN GEORGE, Julien Gacon, Borja Godoy Gago, Claudio Gambella, Jay M. Gambetta, Adhisha Gammanpila, Luis Garcia, Tanya Garg, Shelly Garion, Austin Gilliam, Aditya Giridharan, Juan Gomez-Mosquera, Salvador de la Puente González, Jesse Gorzinski, Ian Gould, Donny Greenberg, Dmitry Grinko, Wen Guan, John A. Gunnels, Mikael Haglund, Isabel Haide, Ikko Hamamura, Omar Costa Hamido, Frank Harkins, Vojtech Havlicek, Joe Hellmers, Łukasz Herok, Stefan Hillmich, Hiroshi Horii, Connor Howington, Shaohan Hu, Wei Hu, Junye Huang, Rolf Huisman, Haruki Imai, Takashi Imamichi, Kazuaki Ishizaki, Raban Iten, Toshinari Itoko, JamesSeaward, Ali Javadi, Ali Javadi-Abhari, Jessica, Madhav Jivrajani, Kiran Johns, Scott Johnstun, Jonathan-Shoemaker, Vismai K, Tal Kachmann, Naoki Kanazawa, Kang-Bae, Anton Karazeev, Paul Kassebaum, Josh Kelso, Spencer King, Knabberjoe, Yuri Kobayashi, Arseny Kovyrshin, Rajiv Krishnakumar, Vivek Krishnan, Kevin Krsulich, Prasad Kumkar, Gawel Kus, Ryan LaRose, Enrique Lacal, Raphaël Lambert, John Lapeyre, Joe Latone, Scott Lawrence, Christina Lee, Gushu Li, Dennis Liu, Peng Liu, Yunho Maeng, Kahan Majmudar, Aleksei Malyshev, Joshua Manela, Jakub Marecek, Manoel Marques, Dmitri Maslov, Dolph Mathews, Atsushi Matsuo, Douglas T. McClure, Cameron McGarry, David McKay, Dan McPherson, Srujan Meesala, Thomas Metcalfe, Martin Mevissen, Andrew Meyer, Antonio Mezzacapo, Rohit Midha, Zlatko Minev, Abby Mitchell, Nikolaj Moll, Jhon Montanez, Michael Duane Mooring, Renier Morales, Niall Moran, Mario Motta, MrF, Prakash Murali, Jan Müggenburg, David Nadlinger, Ken Nakanishi, Giacomo Nannicini, Paul Nation, Edwin Navarro, Yehuda Naveh, Scott Wyman Neagle, Patrick Neuweiler, Johan Nicander, Pradeep Niroula, Hassi Norlen, NuoWenLei, Lee James O’Riordan, Oluwatobi Ogunbayo, Pauline Ollitrault, Raul Otaolea, Steven Oud, Dan Padilha, Hanhee Paik, Soham Pal, Yuchen Pang, Simone Perriello, Anna Phan, Francesco Piro, Marco Pistoia, Christophe Piveteau, Pierre Pocreau, Alejandro Pozas-iKerstjens, Viktor Prutyanov, Daniel Puzzuoli, Jesús Pérez, Quintiii, Rafey Iqbal Rahman, Arun Raja, Nipun Ramagiri, Anirudh Rao, Rudy Raymond, Rafael Martín-Cuevas Redondo, Max Reuter, Julia Rice, Marcello La Rocca, Diego M. Rodríguez, RohithKarur, Max Rossmannek, Mingi Ryu, Tharrmashastha SAPV, SamFerracin, Martin Sandberg, Hirmay Sandesara, Ritvik Sapra, Hayk Sargsyan, Aniruddha Sarkar, Ninad Sathaye, Bruno Schmitt, Chris Schnabel, Zachary Schoenfeld, Travis L. Scholten, Eddie Schoute, Joachim Schwarm, Ismael Faro Sertage, Kanav Setia, Nathan Shammah, Yunong Shi, Adenilton Silva, Andrea Simonetto, Nick Singstock, Yukio Siraichi, Iskandar Sitdikov, Seyon Sivarajah, Magnus Berg Sletfjerding, John A. Smolin, Mathias Soeken, Igor Olegovich Sokolov, Igor Sokolov, SooluThomas, Starfish, Dominik Steenken, Matt Stypulkoski, Shaojun Sun, Kevin J. Sung, Hitomi Takahashi, Tanvesh Takawale, Ivano Tavernelli, Charles Taylor, Pete Taylour, Soolu Thomas, Mathieu Tillet, Maddy Tod, Miroslav Tomasik, Enrique de la Torre, Kenso Trabing, Matthew Treinish, TrishaPe, Davindra Tulsi, Wes Turner, Yotam Vaknin, Carmen Recio Valcarce, Francois Varchon, Almudena Carrera Vazquez, Victor Villar, Desiree Vogt-Lee, Christophe Vuillot, James Weaver, Johannes Weidenfeller, Rafal Wieczorek, Jonathan A. Wildstrom, Erick Winston, Jack J. Woehr, Stefan Woerner, Ryan Woo, Christopher J. Wood, Ryan Wood, Stephen Wood, Steve Wood, James Wootton, Daniyar Yeralin, David Yonge-Mallo, Richard Young, Jessie Yu, Christopher Zachow, Laura Zdanski, Helena Zhang, Christa Zoufal, Zoufalc, a kapila, a matsuo, bcamorrison, brandhsn, nick bronn, chlorophyll zz, dekel.meirom, dekelmeirom, dekool, dime10, drholmie, dtrenev, ehchen, elfrocampeador, faisaldebouni, fanizzamarco, gabrieleagl, gadial, galeinston, georgios ts, gruu, hhorii, hykavitha, jagunther, jliu45, jscott2, kanejess, klinvill, krutik2966, kurarrr, lerongil, ma5x, merav aharoni, michelle4654, ordmoj, sagar pahwa, rmoyard, saswati qiskit, scottkelso, sethmerkel, strickroman, sumitpuri, tigerjack, toural, tsura crisaldo, vvilpas, welien, willhbang, yang.luh, yotamvakninibm, and Mantas Čepulkovskis. 2019 · 2019
Cited alongside, same era.
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Cost function dependent barren plateaus in shallow parametrized quantum circuits
M. Cerezo, Akira Sone, Tyler Volkoff, Lukasz Cincio, and Patrick J. Coles. 2021 · 2021
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Meta-Variational Quantum Eigensolver: Learning Energy Profiles of Parameterized Hamiltonians for Quantum Simulation
Alba Cervera-Lierta, Jakob S. Kottmann, and Alán Aspuru-Guzik. 2021 · 2021
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Generalizable and Interpretable Learning for Configuration Extrapolation. In Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Athens, Greece) (ESEC/FSE 2021) . Association for Computing Machinery, New York, NY, USA, 728–740
Yi Ding, Ahsan Pervaiz, Michael Carbin, and Henry Hoffmann. 2021 · 2021
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Accelerating variational quantum algorithms with multiple quantum processors
Yuxuan Du, Yang Qian, and Dacheng Tao. 2021 · 2021
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Adaptive shot allocation for fast convergence in variational quantum algorithms
Andi Gu, Angus Lowe, Pavel A Dub, Patrick J Coles, and Andrew Arrasmith. 2021 · 2021
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Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Zoë Holmes, Kunal Sharma, M. Cerezo, and Patrick J. Coles. 2021 · 2021
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Contextual Subspace Variational Quantum Eigensolver
William M. Kirby, Andrew Tranter, and Peter J. Love. 2021 · 2021
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Entanglement devised barren plateau mitigation
Taylor L. Patti, Khadijeh Najafi, Xun Gao, and Susanne F. Yelin. 2021 · 2021
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VAQEM: A Variational Approach to Quantum Error Mitigation
Gokul Subramanian Ravi, Kaitlin N. Smith, Pranav Gokhale, Andrea Mari, Nathan Earnest, Ali Javadi-Abhari, and Frederic T. Chong. 2021 · 2021
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Bliss: Auto-Tuning Complex Applications Using a Pool of Diverse Lightweight Learning Models
Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, and Devesh Tiwari. 2021 · 2021
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FLIP: A flexible initializer for arbitrarily-sized parametrized quantum circuits
Frederic Sauvage, Sukin Sim, Alexander A. Kunitsa, William A. Simon, Marta Mauri, and Alejandro Perdomo-Ortiz. 2021 · 2021
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Error Mitigation in Quantum Computers through Instruction Scheduling
Kaitlin N Smith, Gokul Subramanian Ravi, Prakash Murali, Jonathan M Baker, Nathan Earnest, Ali Javadi-Abhari, and Frederic T Chong. 2021 · 2021
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Fundamental limits of quantum error mitigation
Ryuji Takagi, Suguru Endo, Shintaro Minagawa, and Mile Gu. 2021 · 2021
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CutQC: using small Quantum computers for large Quantum circuit evaluations
Wei Tang, Teague Tomesh, Martin Suchara, Jeffrey Larson, and Margaret Martonosi. 2021 · 2021
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The Variational Quantum Eigensolver: a review of methods and best practices
Jules Tilly, Hongxiang Chen, Shuxiang Cao, Dario Picozzi, Kanav Setia, Ying Li, Edward Grant, Leonard Wossnig, Ivan Rungger, George H. Booth, and Jonathan Tennyson. 2021 · 2021
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On barren plateaus and cost function locality in variational quantum algorithms
A V Uvarov and J D Biamonte. 2021 · 2021
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Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms?
Samson Wang, Piotr Czarnik, Andrew Arrasmith, M. Cerezo, Lukasz Cincio, and Patrick J. Coles. 2021 · 2021
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Variational quantum eigensolver with reduced circuit complexity
Yu Zhang, Lukasz Cincio, Christian FA Negre, Piotr Czarnik, Patrick Coles, Petr M Anisimov, Susan M Mniszewski, Sergei Tretiak, and Pavel A Dub. 2021 · 2021
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NIST Atomic Spectra Database Ionization Energies Form
2022 · 2022
Closest in time.
The chromium dimer: closing a chapter of quantum chemistry
Henrik R. Larsson, Huanchen Zhai, Cyrus J. Umrigar, and Garnet Kin-Lic Chan. 2022 · 2022
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Experimental error mitigation using linear rescaling for variational quantum eigensolving with up to 20 qubits
Eliott Rosenberg, Paul Ginsparg, and Peter L. McMahon. 2021 · 2058
Closest in time.