Enhancing Quantum Expectation Values via Exponential Error Suppression and CVaR Optimization

Authors: Atif, Touheed Anwar, Tate, Reuben Blake, Eidenbenz, Stephan

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2501.18513

Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation

Authors: Aktar, Shamminuj, Bartschi, Andreas, Oyen, Diane, Eidenbenz, Stephan, Badawy, Abdel-Hameed A.

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 01:1547-1557 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Approximating Ground States of Quantum Hamiltonians with Snapshot-QAOA

Authors: Tate, Reuben, Langfitt, Quinn, Pelofske, Elijah, Kirmani, Ammar, Bärtschi, Andreas, Golden, John, Eidenbenz, Stephan

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2412.17990

Classical Combinatorial Optimization Scaling for Random Ising Models on 2D Heavy-Hex Graphs

Authors: Pelofske, Elijah, Bärtschi, Andreas, Eidenbenz, Stephan

Subject Terms: Mathematics - Optimization and Control, Quantum Physics

Access URL: http://arxiv.org/abs/2412.15572

Phantom Edges in the Problem Hamiltonian: A Method for Increasing Performance and Graph Visibility for QAOA

Authors: Langfitt, Quinn, Tate, Reuben, Eidenbenz, Stephan

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2411.05216

Generative Discrete Event Process Simulation for Hidden Markov Models to Predict Competitor Time-to-Market

Authors: Santhi, Nandakishore, Eidenbenz, Stephan, Key, Brian, Tompkins, George

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.04266

Expected Maximin Fairness in Max-Cut and other Combinatorial Optimization Problems

Authors: Salem, Jad, Tate, Reuben, Eidenbenz, Stephan

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Computers and Society, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2410.02589

Warm-Started QAOA with Aligned Mixers Converges Slowly Near the Poles of the Bloch Sphere

Authors: Tate, Reuben, Eidenbenz, Stephan

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2410.00027

The Better Solution Probability Metric: Optimizing QAOA to Outperform its Warm-Start Solution

Authors: Feeney, Sean, Tate, Reuben, Eidenbenz, Stephan

Subject Terms: Quantum Physics, Computer Science - Data Structures and Algorithms, Computer Science - Emerging Technologies, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2409.09012

Quantum Approximate Optimization: A Computational Intelligence Perspective

Authors: Keller, Christo Meriwether, Misra, Satyajayant, Bärtschi, Andreas, Eidenbenz, Stephan

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2407.07202

BB-ML: Basic Block Performance Prediction using Machine Learning Techniques

Authors: Abdelkhalik, Hamdy, Aktar, Shamminuj, Arafa, Yehia, Barai, Atanu, Chennupati, Gopinath, Santhi, Nandakishore, Panda, Nishant, Prajapati, Nirmal, Turja, Nazmul Haque, Eidenbenz, Stephan, Badawy, Abdel-Hameed A.

Source: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) ICPADS Parallel and Distributed Systems (ICPADS), 2023 IEEE 29th International Conference on. :1975-1982 Dec, 2023

Relation: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)

Potential Applications of Quantum Computing at Los Alamos National Laboratory

Authors: Bärtschi, Andreas, Caravelli, Francesco, Coffrin, Carleton, Colina, Jonhas, Eidenbenz, Stephan, Jayakumar, Abhijith, Lawrence, Scott, Lee, Minseong, Lokhov, Andrey Y., Mishra, Avanish, Misra, Sidhant, Morrell, Zachary, Mughal, Zain, Neill, Duff, Piryatinski, Andrei, Scheie, Allen, Vuffray, Marc, Zhang, Yu

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2406.06625

The Quantum Alternating Operator Ansatz for Satisfiability Problems

Authors: Golden, John, Bartschi, Andreas, O'Malley, Daniel, Eidenbenz, Stephan

Source: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2023 IEEE International Conference on. 01:307-312 Sep, 2023

Relation: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE)

High-Round QAOA for MAX $k$-SAT on Trapped Ion NISQ Devices

Authors: Pelofske, Elijah, Bartschi, Andreas, Golden, John, Eidenbenz, Stephan

Source: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2023 IEEE International Conference on. 01:506-517 Sep, 2023

Relation: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE)

Numerical Evidence for Exponential Speed-Up of QAOA over Unstructured Search for Approximate Constrained Optimization

Authors: Golden, John, Bartschi, Andreas, O'Malley, Daniel, Eidenbenz, Stephan

Source: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2023 IEEE International Conference on. 01:496-505 Sep, 2023

Relation: 2023 IEEE International Conference on Quantum Computing and Engineering (QCE)

Theoretical Approximation Ratios for Warm-Started QAOA on 3-Regular Max-Cut Instances at Depth $p=1$

Authors: Tate, Reuben, Eidenbenz, Stephan

Subject Terms: Quantum Physics, Computer Science - Data Structures and Algorithms, Computer Science - Emerging Technologies, Mathematics - Combinatorics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2402.12631

Trainability Barriers in Low-Depth QAOA Landscapes

Authors: Rajakumar, Joel, Golden, John, Bärtschi, Andreas, Eidenbenz, Stephan

Source: 21st ACM International Conference on Computing Frontiers CF'24, pages 199-206, May 2024

Subject Terms: Quantum Physics, Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2402.10188

Optimized Telecloning Circuits: Theory and Practice of Nine NISQ Clones

Authors: Pelofske, Elijah, Bartschi, Andreas, Eidenbenz, Stephan

Source: 2022 IEEE International Conference on Rebooting Computing (ICRC) ICRC Rebooting Computing (ICRC), 2022 IEEE International Conference on. :51-56 Dec, 2022

Relation: 2022 IEEE International Conference on Rebooting Computing (ICRC)

Hierarchical Multigrid Ansatz for Variational Quantum Algorithms

Authors: Keller, Christo Meriwether, Eidenbenz, Stephan, Bärtschi, Andreas, O'Malley, Daniel, Golden, John, Misra, Satyajayant

Source: ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024

Subject Terms: Quantum Physics, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2312.15048

Quantum-centric Supercomputing for Materials Science: A Perspective on Challenges and Future Directions

Authors: Alexeev, Yuri, Amsler, Maximilian, Baity, Paul, Barroca, Marco Antonio, Bassini, Sanzio, Battelle, Torey, Camps, Daan, Casanova, David, Choi, Young Jai, Chong, Frederic T., Chung, Charles, Codella, Chris, Corcoles, Antonio D., Cruise, James, Di Meglio, Alberto, Dubois, Jonathan, Duran, Ivan, Eckl, Thomas, Economou, Sophia, Eidenbenz, Stephan, Elmegreen, Bruce, Fare, Clyde, Faro, Ismael, Fernández, Cristina Sanz, Ferreira, Rodrigo Neumann Barros, Fuji, Keisuke, Fuller, Bryce, Gagliardi, Laura, Galli, Giulia, Glick, Jennifer R., Gobbi, Isacco, Gokhale, Pranav, Gonzalez, Salvador de la Puente, Greiner, Johannes, Gropp, Bill, Grossi, Michele, Gull, Emanuel, Healy, Burns, Huang, Benchen, Humble, Travis S., Ito, Nobuyasu, Izmaylov, Artur F., Javadi-Abhari, Ali, Jennewein, Douglas, Jha, Shantenu, Jiang, Liang, Jones, Barbara, de Jong, Wibe Albert, Jurcevic, Petar, Kirby, William, Kister, Stefan, Kitagawa, Masahiro, Klassen, Joel, Klymko, Katherine, Koh, Kwangwon, Kondo, Masaaki, Kurkcuoglu, Doga Murat, Kurowski, Krzysztof, Laino, Teodoro, Landfield, Ryan, Leininger, Matt, Leyton-Ortega, Vicente, Li, Ang, Lin, Meifeng, Liu, Junyu, Lorente, Nicolas, Luckow, Andre, Martiel, Simon, Martin-Fernandez, Francisco, Martonosi, Margaret, Marvinney, Claire, Medina, Arcesio Castaneda, Merten, Dirk, Mezzacapo, Antonio, Michielsen, Kristel, Mitra, Abhishek, Mittal, Tushar, Moon, Kyungsun, Moore, Joel, Motta, Mario, Na, Young-Hye, Nam, Yunseong, Narang, Prineha, Ohnishi, Yu-ya, Ottaviani, Daniele, Otten, Matthew, Pakin, Scott, Pascuzzi, Vincent R., Penault, Ed, Piontek, Tomasz, Pitera, Jed, Rall, Patrick, Ravi, Gokul Subramanian, Robertson, Niall, Rossi, Matteo, Rydlichowski, Piotr, Ryu, Hoon, Samsonidze, Georgy, Sato, Mitsuhisa, Saurabh, Nishant, Sharma, Vidushi, Sharma, Kunal, Shin, Soyoung, Slessman, George, Steiner, Mathias, Sitdikov, Iskandar, Suh, In-Saeng, Switzer, Eric, Tang, Wei, Thompson, Joel, Todo, Synge, Tran, Minh, Trenev, Dimitar, Trott, Christian, Tseng, Huan-Hsin, Tureci, Esin, Valinas, David García, Vallecorsa, Sofia, Wever, Christopher, Wojciechowski, Konrad, Wu, Xiaodi, Yoo, Shinjae, Yoshioka, Nobuyuki, Yu, Victor Wen-zhe, Yunoki, Seiji, Zhuk, Sergiy, Zubarev, Dmitry

Source: Future Generation Computer Systems, Volume 160, November 2024, Pages 666-710

Subject Terms: Quantum Physics, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2312.09733