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 361-372 of 4,297

Defending Quantum Classifiers against Adversarial Perturbations through Quantum Autoencoders

Emma Andrews, Sahan Sanjaya, Prabhat Mishra

2026 arXiv arXiv preprint

Demonstrating Coherent Quantum Routers for Bucket-Brigade Quantum Random Access Memory on a Superconducting Processor

Sheng Zhang, Yun-Jie Wang, Peng Wang, Ren-Ze Zhao, Xiao-Yan Yang, Ze-An Zhao, Tian-Le Wang, Hai-Feng Zhang, Zhi-Fei Li, Yuan Wu, Hao-Ran Tao, Liang-Liang Guo, Lei Du, Chi Zhang, Zhi-Long Jia, Wei-Cheng Kong, Zhuo-Zhi Zhang, Xiang-Xiang Song, Yu-Chun Wu, Zhao-Yun Chen, Peng Duan, Guo-Ping Guo

2026 Crossref Physical Review X

Denoising Diffusion Monte Carlo Electron Densities with Physically Informed Variance Stabilization: From Fourier Filters to 3D UNETs

Kenneth O. Berard, Brenda Rubenstein, Jaron T. Krogel

2026 arXiv arXiv preprint

Density × MA: A Thalamic Model for Raw Qualia as Dynamic Phase Flow

仁定 五十嵐

2026 OpenAlex Zenodo (CERN European Organization for Nuclear Research)

Derivative Informed Learning of Exchange-Correlation Functionals

Eike S. Eberhard, Luca A. Thiede, Abdul Aldossary, Andreas Burger, Nicholas Gao, Vignesh Bhethanabotla, Alán Aspuru-Guzik, Stephan Günnemann

2026 arXiv arXiv preprint

Design and Benchmarking of a Quantum Photonic Chip

Gabriele De Angelis, Nicolò Leone, Alessandro Luongo, Alberto Montanaro, Matteo Sanna, Roberto Siagri, Vito Sorianello, Luigi Tallone, Fabrizio Tamburini, Marco Venere

2026 arXiv arXiv preprint

Design and development of thiadiazole derived Schiff base as efficient corrosion inhibitor for steel materials: Experimental and quantum analysis

Naveenkumar C., Dileep R., Ranganatha S.

2026 Crossref Next Materials

Design and Modeling of Superconducting Quantum Amplifiers for Fundamental Physics Experiments

Tian Bai, Tom Godfrey, Parth Bhandari, Laith Meti, Gemma Chapman, John Gallop, Ling Hao, Edward Romans

2026 Crossref IEEE Transactions on Applied Superconductivity

Design and Noise-Aware Validation of a Testable Dual-Edge Triggered Reversible D Flip-Flop Using IBM Quantum Qiskit Simulation

Neeraj Kumar Misra, Nirupma Pathak, Seyed Sajad Ahmadpour, Murugaperumal Krishnamoorthy, Mojtaba Noorallahzadeh, Mrinal Goswami, Bandan Kumar Bhoi, Sambit Satpathy

2026 Crossref Integration

Design of a 4-bit counter using reversible logic gates for enhanced security with reduced quantum cost

R. Murugasami, Kannan Nithin Kariyankattil Velukutty, M. Kalidasan, A. Senthilnathan

2026 Crossref International Journal of System Assurance Engineering and Management

Design of a hybrid quantum machine learning architecture and analysis of quantum noise effects.

Bravo-Montes JA, Martín-Toledano A, Velasco-Gallego C, Botella G, Del Barrio AA, García-Herrero F.

2026 Europe PMC Sci Rep

Design of an approximate quantum encoding model based on quantum circuits

Jin Zheng, Qing Gao, Yi Du, Jinhu Lü, Maciej Ogorzałek

2026 Crossref Automatica