Quantum Machine Learning
486 papers for year 2025
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 289-300 of 486
Photonics-Enhanced Graph Convolutional Networks
Yuan Wang, Oleksandr Kyriienko
Physics-Informed Generative Machine Learning for Accelerated Quantum-centric Supercomputing
Chayan Patra, Dibyendu Mondal, Sonaldeep Halder, Dipanjali Halder, Mostafizur Rahaman Laskar, Richa Goel, Rahul Maitra
Physics-Informed Neural Networks for Gate Design using Quantum Optimal Control
Sofiia Lauten, Matthew Otten
Platform Architecture for Tight Coupling of High-Performance Computing with Quantum Processors
Shane A. Caldwell, Moein Khazraee, Elena Agostini, Tom Lassiter, Corey Simpson, Omri Kahalon, Mrudula Kanuri, Jin-Sung Kim, Sam Stanwyck, Muyuan Li, Jan Olle, Christopher Chamberland, Ben Howe, Bruno Schmitt, Justin G. Lietz, Alex McCaskey, Jun Ye, Ang Li, Alicia B. Magann, Corey I. Ostrove, Kenneth Rudinger, Robin Blume-Kohout, Kevin Young, Nathan E. Miller, Yilun Xu, Gang Huang, Irfan Siddiqi, John Lange, Christopher Zimmer, Travis Humble
Platform-Agnostic Modular Architecture for Quantum Benchmarking
Neer Patel, Anish Giri, Hrushikesh Pramod Patil, Noah Siekierski, Avimita Chatterjee, Sonika Johri, Timothy Proctor, Thomas Lubinski, Siyuan Niu
Positive mental states and their relation to psychosocial resources: protocol of a systematic review focusing on cultural moderators
Klaus Lieb, Makiko Yamada, Sarah K Schäfer, Max Supke, Jana Meier, Hiro Taiyo Hamada, Michele Wessa
Post-quantum Cryptography: Protecting Critical Data and Enhancing Cyber Resilience
Michael Fasulo
Post-Quantum Digital Forensics: Investigating Cybercrime in a Quantum-Compromised Landscape
Sarmad Jawad, Huda Kadhum Ayoob, Shahad Fahim Aljanabi, Ali Salah Mahdi Alobaidy Alobaidy
Potential of multi-anomalies detection using quantum machine learning
Takao Tomono, Kazuya Tsujimura
Practical Hybrid Quantum Language Models with Observable Readout on Real Hardware
Stefan Balauca, Ada-Astrid Balauca, Adrian Iftene
Practical Use Cases of Neutral Atoms Quantum Computers
Matteo Grotti, Sara Marzella, Gabriella Bettonte, Daniele Ottaviani, Elisa Ercolessi
Prediction of Molecular Single-Photon Emitters: A Materials-Modelling Approach
Erik Karlsson Öhman, Daqing Wang, R. Matthias Geilhufe, Christian Schäfer