Quantum Machine Learning
3,957 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 277-288 of 3,957
Cut-SOAP: A Machine Learning Descriptor for Rapid Screening of Molecular Adsorption Energetics.
Calderan FV, Andriani KF, Felício-Sousa P, Pinheiro GA, Da Silva JLF, Quiles MG
Cybersecurity in the quantum era: Assessing the impact of quantum computing on infrastructure
Yaser Baseri, Vikas Chouhan, Ali Ghorbani
Cysteine carbon dots/Au(3+) system for dual-mode detection of epinephrine and discrimination of different catecholamines with PCA.
Liang YZ, Bao L, Xu L, Yu X
DAGI–ESG Validation: MI Metric, GRR Time Dilation on ibm fez, and Einstein-Surrogate Closure in a 10k-Node Simulation
Petr Sramek
DART-Q : A Deadline-Driven Framework for Real-Time QLDPC Decoding
Ameya S. Bhave, Navnil Choudhury, Kanad Basu
Data-driven combination of METAR observations and CAMS reanalysis aerosols to enhance satellite retrieval of surface solar irradiance.
Roy A, Heinemann D, Schroedter-Homscheidt M, Lezaca Galeano JE
Data-Driven Interrogation of Reactivity in Acid-Catalyzed Carbonyl-Olefin Metathesis with Machine Learning and Large Language Models.
Li ZH, Kuang Y, Chamness SA, Prout E, Jones-Thomson G, Niu B, McClure TJ, Burns SM, Schindler CS, Reid JP
Data-driven learning of non-Markovian quantum dynamics
Samuel Goodwin, Brian K. McFarland, Manuel H. Muñoz-Arias, Edward C. Tortorici, Melissa C. Revelle, Christopher G. Yale, Daniel S. Lobser, Susan M. Clark, Mohan Sarovar
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine
Decoder Performance in Hybrid CV-Discrete Surface-Code Threshold Estimation Using LiDMaS+
Dennis Delali Kwesi Wayo, Chinonso Onah, Vladimir Milchakov, Leonardo Goliatt, Sven Groppe
Decoding d- and l-Amino Acids: Data-Driven Recognition of Enantiomers and Post-Translational Modifications via Quantum Tunneling.
Mittal S, Jena MK, Pathak B
Decrypting chaotic visual ciphers via quasi quantum neural networks (Q²NNs).
Manavalan G, Arnon S.