Quantum Machine Learning
4,130 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 61-72 of 4,130
A QPINN Framework with Quantum Trainable Embeddings for the Lid-Driven Cavity Problem
Nahid Binandeh Dehaghani, Ban Q. Tran, Susan Mengel, Rafal Wisniewski, A. Pedro Aguiar
A quantum computational perspective on spread complexity
Cameron Beetar, Eric L. Graef, Jeff Murugan, Horatiu Nastase, Hendrik J.R. Van Zyl
A quantum computing approach for brain tumor image classification using amplitude encoding technique
Maheswari K.P., Kalaiselvi Thiruvenkadam, P. Sriramakrishnan
A Quantum Edge Federated Graph Transformer for Generative and Causal Digital Twin Healthcare
Naga Sai Ram Narne, Gangadhara Rao Kancharla
A quantum group decision-making model for patient-capital project selection integrating cumulative prospect theory under linear Diophantine fuzzy uncertainty
Wen Li, Fanfan Mu, Zhiliang Ren, Obaid Ur Rehman
A quantum neural network with built-in self-attention mechanism
Shangshang Shi, Zhimin Wang, Jiaxin Li, Yanan Li, Ruimin Shang, Haiyong Zheng, Guoqiang Zhong, Yongjian Gu, Xin Huang
A quantum spectral method for non-periodic boundary value problems
Eky Febrianto, Yiren Wang, Burigede Liu, Michael Ortiz, Fehmi Cirak
A quantum-assisted federated learning framework for physics-regulated wind speed forecasting under extreme weather conditions
Ying-Yi Hong, Daryll John Medina
A quantum-classical hybrid neural network for hate speech detection in Spanish
Francisco Orts, Laura M. Donaire, Gloria Ortega, Ester M. Garzón
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-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