Výsledky vyhľadávania - "quantum algorithms"

Feedback-based quantum strategies for constrained combinatorial optimization problems Autor Abdul Rahman, Salahuddin, Karabacak, Özkan, Wisniewski, Rafal

“…Feedback-based quantum algorithms have recently emerged as potential methods for approximating the ground states of Hamiltonians. One such algorithm, the…”
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Preface (Part I): quantum theory and topology in models of decision making Autor Busemeyer, Jerome R, Chichilnisky, Graciela, Hammond, Peter, Haven, Emmanuel

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A review on Quantum Approximate Optimization Algorithm and its variants Autor Blekos, Kostas, Brand, Dean, Ceschini, Andrea, Chou, Chiao-Hui, Li, Rui-Hao, Pandya, Komal, Summer, Alessandro

“…The Quantum Approximate Optimization Algorithm (QAOA) is a highly promising variational quantum algorithm that aims to solve combinatorial optimization…”
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Evolution of Quantum Computing: Theoretical and Innovation Management Implications for Emerging Quantum Industry Autor Coccia, Mario, Roshani, Saeed, Mosleh, Melika

“…Quantum computing is a vital research field in science and technology. One of the fundamental questions hardly known is how quantum computing research is…”
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Quantum Algorithms for the Physical Layer: Potential Applications to Physical Layer Security Autor Matsumine, Toshiki, Ochiai, Hideki, Shikata, Junji

“…The field of quantum technologies has garnered considerable interest and witnessed noteworthy progress in recent years. It is also anticipated that these…”
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Towards Quantum Computing Phase Diagrams of Gauge Theories with Thermal Pure Quantum States Autor Davoudi, Zohreh, Mueller, Niklas, Powers, Connor

“…The phase diagram of strong interactions in nature at finite temperature and chemical potential remains largely theoretically unexplored due to inadequacy of…”
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Fermionic Partial Tomography via Classical Shadows Autor Zhao, Andrew, Rubin, Nicholas C., Miyake, Akimasa

“…We propose a tomographic protocol for estimating any k-body reduced density matrix (k-RDM) of an n-mode fermionic state, a ubiquitous step in near-term quantum…”
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Natural evolutionary strategies for variational quantum computation Autor Anand, Abhinav, Degroote, Matthias, Aspuru-Guzik, Alán

“…Natural evolutionary strategies (NES) are a family of gradient-free black-box optimization algorithms. This study illustrates their use for the optimization of…”
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A comprehensive review of quantum machine learning: from NISQ to fault tolerance Autor Wang, Yunfei, Liu, Junyu

“…Quantum machine learning, which involves running machine learning algorithms on quantum devices, has garnered significant attention in both academic and…”
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Even More Efficient Quantum Computations of Chemistry Through Tensor Hypercontraction Autor Lee, Joonho, Berry, Dominic W., Gidney, Craig, Huggins, William J., McClean, Jarrod R., Wiebe, Nathan, Babbush, Ryan

“…We describe quantum circuits with only O ~ ( N ) Toffoli complexity that block encode the spectra of quantum chemistry Hamiltonians in a basis of N arbitrary…”
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The theory of variational hybrid quantum-classical algorithms Autor McClean, Jarrod R, Romero, Jonathan, Babbush, Ryan, Aspuru-Guzik, Alán

“…Many quantum algorithms have daunting resource requirements when compared to what is available today. To address this discrepancy, a quantum-classical hybrid…”
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Reliably assessing the electronic structure of cytochrome P450 on today's classical computers and tomorrow's quantum computers Autor Goings, Joshua J, White, Alec, Lee, Joonho, Tautermann, Christofer S, Degroote, Matthias, Gidney, Craig, Shiozaki, Toru, Babbush, Ryan, Rubin, Nicholas C

“…An accurate assessment of how quantum computers can be used for chemical simulation, especially their potential computational advantages, provides important…”
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Quantum speedup of Monte Carlo methods Autor Montanaro, Ashley

“…Monte Carlo methods use random sampling to estimate numerical quantities which are hard to compute deterministically. One important example is the use in…”
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Collective neutrino oscillations in three flavors on qubit and qutrit processors Autor Spagnoli, Luca, Goss, Noah, Roggero, Alessandro, Rrapaj, Ermal, Cervia, Michael J., Patwardhan, Amol V., Naik, Ravi K., Balantekin, A. Baha, Younis, Ed, Santiago, David I., Siddiqi, Irfan, Aldaihan, Sheakha

“…Collective neutrino flavor oscillations are of primary importance in understanding the dynamic evolution of core-collapse supernovae and subsequent terrestrial…”
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Noisy intermediate-scale quantum algorithms Autor Bharti, Kishor, Cervera-Lierta, Alba, Kyaw, Thi Ha, Haug, Tobias, Alperin-Lea, Sumner, Anand, Abhinav, Degroote, Matthias, Heimonen, Hermanni, Kottmann, Jakob S., Menke, Tim, Mok, Wai-Keong, Sim, Sukin, Kwek, Leong-Chuan, Aspuru-Guzik, Alán

“…A universal fault-tolerant quantum computer that can efficiently solve problems such as integer factorization and unstructured database search requires…”
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Quantum optimization using variational algorithms on near-term quantum devices Autor Moll, Nikolaj, Barkoutsos, Panagiotis, Bishop, Lev S, Chow, Jerry M, Cross, Andrew, Egger, Daniel J, Filipp, Stefan, Fuhrer, Andreas, Gambetta, Jay M, Ganzhorn, Marc, Kandala, Abhinav, Mezzacapo, Antonio, Müller, Peter, Riess, Walter, Salis, Gian, Smolin, John, Tavernelli, Ivano, Temme, Kristan

“…Universal fault-tolerant quantum computers will require error-free execution of long sequences of quantum gate operations, which is expected to involve…”
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Quantum simulations of hadron dynamics in the Schwinger model using 112 qubits Autor Farrell, Roland C., Illa, Marc, Ciavarella, Anthony N., Savage, Martin J.

“…Hadron wave packets are prepared and time evolved in the Schwinger model using 112 qubits of IBM’s 133-qubit Heron quantum computer ibm_torino. The…”
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Grand Unification of Quantum Algorithms Autor Martyn, John M., Rossi, Zane M., Tan, Andrew K., Chuang, Isaac L.

“…Quantum algorithms offer significant speed-ups over their classical counterparts for a variety of problems. The strongest arguments for this advantage are…”
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Trainability of Dissipative Perceptron-Based Quantum Neural Networks Autor Sharma, Kunal, Cerezo, M., Cincio, Lukasz, Coles, Patrick J.

“…Several architectures have been proposed for quantum neural networks (QNNs), with the goal of efficiently performing machine learning tasks on quantum data…”
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High-Energy Collision of Quarks and Mesons in the Schwinger Model: From Tensor Networks to Circuit QED Autor Belyansky, Ron, Whitsitt, Seth, Mueller, Niklas, Fahimniya, Ali, Bennewitz, Elizabeth R., Davoudi, Zohreh, Gorshkov, Alexey V.

“…With the aim of studying nonperturbative out-of-equilibrium dynamics of high-energy particle collisions on quantum simulators, we investigate the scattering…”
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