Quantum Machine Learning
4,265 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 73-84 of 4,265
A Quantum-Classical Surrogate Model for the Collision Operator of the Lattice Boltzmann Method
Lukas C. Birk, David M. Wawrzyniak, Josef M. Winter, Steffen J. Schmidt, Thomas Indinger, Christian F. Janßen, Nikolaus A. Adams
A Quantum-Memetic Hybrid Framework for Combinatorial Optimization: Synergistic Integration of Superposition-Based Exploration with Adaptive Exploitation
Raza Hasan, Vishal Dattana, Salman Mahmood
A Quantum-Optimized Graph Transformer Framework for Secure and Adaptive Trust Management in Edge Computing
P. Praveen Yadav, T. Bhaskar Reddy
A Resource-Aligned Hybrid Quantum-Classical Framework for Multimodal Face Anti-Spoofing
Wanqi Sun, Jungang Xu, Chenghua Duan
A Retinomorphic Optical Spiking Neuron for Camouflaged Object Detection
Srilagna Sahoo, Adwaaiit Pande, Kartikey Thakar, Shubham Sahay, Saurabh Lodha
A review of applications of machine learning in quantum dots research.
Malashin I, Martysyuk D, Nelyub V, Borodulin A, Gantimurov A, Tynchenko V.
A Review of Variational Quantum Algorithms: Insights into Fault-Tolerant Quantum Computing
Zhirao Wang, Junxiang Huang, Runyu Ye, Qingyu Li, Qi-Ming Ding, Yiming Huang, Ting Zhang, Yumeng Zeng, Jianshuo Gao, Xiao Yuan, Yuan Yao
A review on AI-enabled drug design in medicinal chemistry: Analytical validation, challenges, and regulatory considerations.
Kumar S, Misra SK, Tiwari A, Katiyar A, Awasthi A, Singh SK, Katiyar A, Dhawan A, Kumar A
A Robust Model Predictive Current Control Strategy With Improved Adaptive Quantum Genetic Algorithm-Based Parameter Identification for PMSM
Zanxian Tan, Lin Liu, Yuejun Li, Feng He, Baiyang Liu, Zixing Yi
A Robustness-Oriented Quantum–Classical Hybrid Machine Learning Pipeline for Breast Cancer Diagnosis: External Validation, Explainability, and Rigorous Benchmarking in the NISQ Era
Gokhan Zorlu, Cemil Colak
A saturation-absorption rubidium magnetometer with multilevel optical Bloch-equation modeling for intermediate-to-high fields
Mayand Dangi, Prateek Rajan Gupta, Joseph Kasti, Nivedan Vishwanath, Michael Zepp, David Smith, Benedikt Geiger, Jennifer T. Choy
A Security-Aware Nonlinearity Study of FPGA-Based Time-to-Digital Converters for Quantum Key Distribution Systems
Kun Qin, Carsten Trinitis