Quantum Machine Learning
3,795 papers
Showing 421-432 of 3,795
GPU-Accelerated Quantum Simulation: Empirical Backend Selection, Gate Fusion, and Adaptive Precision
Poornima Kumaresan, Pavithra Muruganantham, Lakshmi Rajendran, Santhosh Sivasubramani
Gradient Analysis of Barren Plateau in Parameterized Quantum Circuits with multi-qubit gates
Yuhan Yao, Yoshihiko Hasegawa
Gradients not needed: ML-driven propagation of nonadiabatic molecular dynamics without reference gradients.
Martyka M, Jankowska J, Lischka H, Dral PO
Graduate Training in Quantum Information Science and Engineering: Lessons, Challenges, and a Roadmap from the NSF Research Traineeship Programs
Yohannes Abate, Victor Acosta, Alessandro Alabastri, Mehmet Aydeniz, Viktoriia E. Babicheva, Lincoln D. Carr, I-Tung Chen, Wandi Ding, Tara Drake, Mattias Fitzpatrick, Kai-Mei C. Fu, Jay Gupta, Kaden R. A. Hazzard, Sophia E. Hayes, Jin Hu, Hilary M. Hurst, Sohrab Ismail-Beigi, Ehsan Khatami, Junichiro Kono, Cheng-Yu Lai, Xiuling Li, Yingmei Liu, Sara Mouradian, Kater Murch, Borja Peropadre, Zoe Phillips, Daniela R. Radu, Akshay Sawhney, James Saslow, James Scoville, Meenakshi Singh, George Siopsis, David Weld, Chee Wei Wong
Grover Quantum Algorithm: Applications and Limits
David R.C. Hill
GroverGPT: A Large Language Model with 8 Billion Parameters for Quantum Searching
Wang H, Li P, Chen M, Cheng J, Liu J, Chen T.
GSC-QEMit: A Telemetry-Driven Hierarchical Forecast-and-Bandit Framework for Adaptive Quantum Error Mitigation
Steven Szachara, Sheeraja Rajakrishnan, Dylan Jay Van Allen, Jason Pollack, Travis Desell, Daniel Krutz
Guaranteeing Privacy in Hybrid Quantum Learning through Theoretical Mechanisms
Hoang M. Ngo, Tre' R. Jeter, Incheol Shin, Wanli Xing, Tamer Kahveci, My T. Thai
Halving the cost of QROM
Danial Motlagh, Matthew Pocrnic
Hamiltonian Chaos
Steven Tomsovic
Hardware Validation of DAGI via a Modular "Ridge" Signature and High-Order Synergistic Information
Petr Sramek
Hardware-Agnostic Modeling of Quantum Side-Channel Leakage via Conditional Dynamics and Learning from Full Correlation Data
Brennan Bell, Andreas Trügler, Konstantin Beyer, Paul Erker