Pushing the Boundary of Quantum Advantage in Hard Combinatorial Optimization with Probabilistic Computers

Authors: Chowdhury, Shuvro, Aadit, Navid Anjum, Grimaldi, Andrea, Raimondo, Eleonora, Raut, Atharva, Lott, P. Aaron, Mentink, Johan H., Rams, Marek M., Ricci-Tersenghi, Federico, Chiappini, Massimo, Theogarajan, Luke S., Srimani, Tathagata, Finocchio, Giovanni, Mohseni, Masoud, Camsari, Kerem Y.

Subject Terms: Quantum Physics, Condensed Matter - Disordered Systems and Neural Networks, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2503.10302

How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits

Authors: Mohseni, Masoud, Scherer, Artur, Johnson, K. Grace, Wertheim, Oded, Otten, Matthew, Aadit, Navid Anjum, Alexeev, Yuri, Bresniker, Kirk M., Camsari, Kerem Y., Chapman, Barbara, Chatterjee, Soumitra, Dagnew, Gebremedhin A., Esposito, Aniello, Fahim, Farah, Fiorentino, Marco, Gajjar, Archit, Khalid, Abdullah, Kong, Xiangzhou, Kulchytskyy, Bohdan, Kyoseva, Elica, Li, Ruoyu, Lott, P. Aaron, Markov, Igor L., McDermott, Robert F., Pedretti, Giacomo, Rao, Pooja, Rieffel, Eleanor, Silva, Allyson, Sorebo, John, Spentzouris, Panagiotis, Steiner, Ziv, Torosov, Boyan, Venturelli, Davide, Visser, Robert J., Webb, Zak, Zhan, Xin, Cohen, Yonatan, Ronagh, Pooya, Ho, Alan, Beausoleil, Raymond G., Martinis, John M.

Subject Terms: Quantum Physics, Condensed Matter - Disordered Systems and Neural Networks, Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2411.10406

A Multilevel Approach For Solving Large-Scale QUBO Problems With Noisy Hybrid Quantum Approximate Optimization

Authors: Maciejewski, Filip B., Bach, Bao Gia, Dupont, Maxime, Lott, P. Aaron, Sundar, Bhuvanesh, Neira, David E. Bernal, Safro, Ilya, Venturelli, Davide

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2408.07793

Assessing and Advancing the Potential of Quantum Computing: A NASA Case Study

Authors: Rieffel, Eleanor G., Asanjan, Ata Akbari, Alam, M. Sohaib, Anand, Namit, Neira, David E. Bernal, Block, Sophie, Brady, Lucas T., Cotton, Steve, Izquierdo, Zoe Gonzalez, Grabbe, Shon, Gustafson, Erik, Hadfield, Stuart, Lott, P. Aaron, Maciejewski, Filip B., Mandrà, Salvatore, Marshall, Jeffrey, Mossi, Gianni, Bauza, Humberto Munoz, Saied, Jason, Suri, Nishchay, Venturelli, Davide, Wang, Zhihui, Biswas, Rupak

Source: Future Generation Computer Systems (2024)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2406.15601

Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization

Authors: Esencan, Mert, Kumar, Tarun Advaith, Asanjan, Ata Akbari, Lott, P. Aaron, Mohseni, Masoud, Unlu, Can, Venturelli, Davide, Ho, Alan

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Emerging Technologies, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.00071

Hybrid quantum-classical reservoir computing for simulating chaotic systems

Authors: Wudarski, Filip, O`Connor, Daniel, Geaney, Shaun, Asanjan, Ata Akbari, Wilson, Max, Strbac, Elena, Lott, P. Aaron, Venturelli, Davide

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2311.14105

Quantum-Compatible Variational Segmentation for Image-to-Image Wildfire Detection Using Satellite Data

Authors: Asanjan, Ata Akbari, Memarzadeh, Milad, Lott, P. Aaron, Templin, Thomas, Rieffel, Eleanor

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :4919-4922 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Fast iterative solver for convection-diffusion systems with spectral elements / P. Aaron Lott; Howard Elman.

Authors: Lott, P. Aaron

Online Access: https://purl.fdlp.gov/GPO/gpo94938
https://doi.org/10.6028/NIST.IR.7574
https://www.govinfo.gov/content/pkg/GOVPUB-C13-0e618ee5d08335afe0973cfb6ec2c512/pdf/GOVPUB-C13-0e618ee5d08335afe0973cfb6ec2c512.pdf

Design and execution of quantum circuits using tens of superconducting qubits and thousands of gates for dense Ising optimization problems

Authors: Maciejewski, Filip B., Hadfield, Stuart, Hall, Benjamin, Hodson, Mark, Dupont, Maxime, Evert, Bram, Sud, James, Alam, M. Sohaib, Wang, Zhihui, Jeffrey, Stephen, Sundar, Bhuvanesh, Lott, P. Aaron, Grabbe, Shon, Rieffel, Eleanor G., Reagor, Matthew J., Venturelli, Davide

Subject Terms: Quantum Physics, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2308.12423

Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model

Authors: Templin, Thomas, Memarzadeh, Milad, Vinci, Walter, Lott, P. Aaron, Asanjan, Ata Akbari, Armenakas, Anthony Alexiades, Rieffel, Eleanor

Subject Terms: Computer Science - Machine Learning, I.2.6, I.5.1, J.2

Access URL: http://arxiv.org/abs/2303.12302

Quantum-Enhanced Greedy Combinatorial Optimization Solver

Authors: Dupont, Maxime, Evert, Bram, Hodson, Mark J., Sundar, Bhuvanesh, Jeffrey, Stephen, Yamaguchi, Yuki, Feng, Dennis, Maciejewski, Filip B., Hadfield, Stuart, Alam, M. Sohaib, Wang, Zhihui, Grabbe, Shon, Lott, P. Aaron, Rieffel, Eleanor G., Venturelli, Davide, Reagor, Matthew J.

Source: Science Advances 9, 45 (2023)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2303.05509

Heuristic Quantum Optimization for 6G Wireless Communications

Authors: Kim, Minsung, Kasi, Srikar, Lott, P. Aaron, Venturelli, Davide, Kaewell, John, Jamieson, Kyle

Source: IEEE Network Network, IEEE. 35(4):8-15 Aug, 2021

Inter-generational comparison of quantum annealers in solving hard scheduling problems

Authors: Pokharel, Bibek, Izquierdo, Zoe Gonzalez, Lott, P. Aaron, Strbac, Elena, Osiewalski, Krzysztof, Papathanasiou, Emmanuel, Kondratyev, Alexei, Venturelli, Davide, Rieffel, Eleanor

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2112.00727

Practical Verification of Quantum Properties in Quantum Approximate Optimization Runs

Authors: Alam, M. Sohaib, Wudarski, Filip A., Reagor, Matthew J., Sud, James, Grabbe, Shon, Wang, Zhihui, Hodson, Mark, Lott, P. Aaron, Rieffel, Eleanor G., Venturelli, Davide

Source: Phys. Rev. Applied 17, 024026, 9 February 2022

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2105.01639

Scaling advantage in quantum simulation of geometrically frustrated magnets

Authors: King, Andrew D., Raymond, Jack, Lanting, Trevor, Isakov, Sergei V., Mohseni, Masoud, Poulin-Lamarre, Gabriel, Ejtemaee, Sara, Bernoudy, William, Ozfidan, Isil, Smirnov, Anatoly Yu., Reis, Mauricio, Altomare, Fabio, Babcock, Michael, Baron, Catia, Berkley, Andrew J., Boothby, Kelly, Bunyk, Paul I., Christiani, Holly, Enderud, Colin, Evert, Bram, Harris, Richard, Hoskinson, Emile, Huang, Shuiyuan, Jooya, Kais, Khodabandelou, Ali, Ladizinsky, Nicolas, Li, Ryan, Lott, P. Aaron, MacDonald, Allison J. R., Marsden, Danica, Marsden, Gaelen, Medina, Teresa, Molavi, Reza, Neufeld, Richard, Norouzpour, Mana, Oh, Travis, Pavlov, Igor, Perminov, Ilya, Prescott, Thomas, Rich, Chris, Sato, Yuki, Sheldan, Benjamin, Sterling, George, Swenson, Loren J., Tsai, Nicholas, Volkmann, Mark H., Whittaker, Jed D., Wilkinson, Warren, Yao, Jason, Neven, Hartmut, Hilton, Jeremy P., Ladizinsky, Eric, Johnson, Mark W., Amin, Mohammad H.

Subject Terms: Quantum Physics, Condensed Matter - Statistical Mechanics, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/1911.03446

Using the Homotopy Method to Find Periodic Solutions of Forced Nonlinear Differential Equations

Authors: Fay, Temple H., Lott, P. Aaron

Source: International Journal of Mathematical Education in Science and Technology. Sep 2002 33(5):701-714.

Peer Reviewed: Y

Page Count: 14

Descriptors: Equations (Mathematics), Algebra, Calculus, Mathematical Logic, Validity, Mathematical Concepts, Computation, Theories, Graphs, Mathematical Models, Matrices

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