Quantum Machine Learning

4,297 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 2317-2328 of 4,297

Graph Neural Networks on Quantum Computers

Yidong Liao, Xiao-Ming Zhang, Chris Ferrie

2024 arXiv arXiv preprint

Hands-on Introduction to Randomized Benchmarking

Ana Silva, Eliska Greplova

2024 arXiv arXiv preprint

Hardness of approximation for ground state problems

Sevag Gharibian, Carsten Hecht

2024 arXiv arXiv preprint

Hardware-aware Circuit Cutting and Distributed Qubit Mapping for Connected Quantum Systems

Zefan Du, Yanni Li, Zijian Mo, Wenqi Wei, Juntao Chen, Rajkumar Buyya, Ying Mao

2024 arXiv arXiv preprint

Harnessing Nth Root Gates for Energy Storage.

Fox EJ, Herrera M, Schmidt-Kaler F, D'Amico I.

2024 Europe PMC Entropy (Basel)

Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum States

Diksha Sharma, Vivek Balasaheb Sabale, Parvinder Singh, Atul Kumar

2024 arXiv arXiv preprint

High-performance fault-tolerant quantum computing with many-hypercube codes.

Goto H.

2024 Europe PMC Sci Adv

How NOT to Fool the Masses When Giving Performance Results for Quantum Computers

Catherine McGeoch

2024 arXiv arXiv preprint

How quantum computing can enhance biomarker discovery

Frederik F. Flöther, Daniel Blankenberg, Maria Demidik, Karl Jansen, Raga Krishnakumar, Rajiv Krishnakumar, Nouamane Laanait, Laxmi Parida, Carl Saab, Filippo Utro

2024 arXiv arXiv preprint

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

Masoud Mohseni, Artur Scherer, K. Grace Johnson, Oded Wertheim, Matthew Otten, Namit Anand, Navid Anjum Aadit, Yuri Alexeev, Gilad Ben-Shach, Kirk M. Bresniker, Kerem Y. Camsari, Barbara Chapman, Soumitra Chatterjee, Shuvro Chowdhury, Gebremedhin A. Dagnew, Tom Dvir, Aniello Esposito, Farah Fahim, Michael Ferguson, Marco Fiorentino, Archit Gajjar, Katerina Gratsea, Gaurav Gyawali, Christian Heiter, Ali H. Z. Kavaki, Abdullah Khalid, Xiangzhou Kong, Bohdan Kulchytskyy, Elica Kyoseva, Ruoyu Li, P. Aaron Lott, Igor L. Markov, Robert F. McDermott, Lucas Morais, Giacomo Pedretti, Pooja Rao, Eleanor Rieffel, Allyson Silva, John Sorebo, Panagiotis Spentzouris, Ziv Steiner, Boyan Torosov, Davide Venturelli, Robert J. Visser, Zak Webb, Xin Zhan, Yonatan Cohen, Pooya Ronagh, Alan Ho, Raymond G. Beausoleil, John M. Martinis

2024 arXiv arXiv preprint

How to Construct Quantum FHE, Generically

Aparna Gupte, Vinod Vaikuntanathan

2024 arXiv arXiv preprint

HUST-Grace2024: a new GRACE-only gravity field time series based on more than 20 years of satellite geodesy data and a hybrid processing chain

H. Zhou, H. Zhou, L. Zheng, L. Zheng, Y. Li, Y. Li, X. Guo, X. Guo, Z. Zhou, Z. Zhou, Z. Luo, Z. Luo

2024 DOAJ Earth System Science Data