Quantum Machine Learning

4,009 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 1333-1344 of 4,009

UK bets big on homegrown fusion and quantum - can it lead the world?

Adam D

2026 PubMed Nature

Ultra-efficient physical field computing by complex-valued network quantization.

Geng Z, Li Z, Zhou M, Chen Z, Yuan G, Noh J, Lee S, Park C, Geng H, Li X, Jiang K, Chen MK, Rho J

2026 PubMed Nature communications

Ultra-Stable 2D Magneto-Fluorescent Probe-Mediated Multiplex Immunochromatographic Assay for Precise Bedside Detection of Sepsis.

Zhang J, Zheng S, Yi M, Li J, Wang Q, Xu Z, Qin A, Gu B, Wang C

2026 PubMed ACS nano

Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors.

Wang S, Zhao J, Pu T, Zhao L, Guo X, Cheng Y, Li C, Ma W, Tang C, Xu Z, Wang N, Occhipinti LG, Nathan A, Dahiya R, Wu H, Tao L, Gao S

2026 PubMed Nature communications

Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches.

Garain BC, Pinheiro M Jr, Bispo MO, Barbatti M

2026 PubMed Chemistry (Weinheim an der Bergstrasse, Germany)

Uncertainty Quantification for In Silico Chemistry.

Frömbgen T, Surzhikova E, Dölz J, Proppe J, Kirchner B, Jacob CR

2026 PubMed Chemical reviews

Uncloneable Encryption from Decoupling

Archishna Bhattacharyya, Eric Culf

2026 arXiv arXiv preprint

Uniformity Bias in Ground-State Sampling Induced by Replica Alignment in Quantum Monte Carlo for Quantum Annealing

Naoki Maruyama, Masayuki Ohzeki, Kazuyuki Tanaka

2026 Crossref Journal of the Physical Society of Japan

Universal Bit-Flip Error Correction for Arbitrary-Size Data Registers Using a Single Ancilla Qubit via Similarity Propagation

Gryllakis D, Sgarbas K.

2026 Europe PMC Europe PMC

Universal quantum computer simulation of 50 qubits on Europe’s first exascale supercomputer harnessing its heterogeneous CPU–GPU architecture

Hans De Raedt, Jiri Kraus, Andreas Herten, Vrinda Mehta, Mathis Bode, Markus Hrywniak, Kristel Michielsen, Thomas Lippert

2026 Crossref Future Generation Computer Systems

Universality of Many-body Projected Ensemble for Learning Quantum Data Distribution

Quoc Hoan Tran, Koki Chinzei, Yasuhiro Endo, Hirotaka Oshima

2026 arXiv arXiv preprint

Unraveling structure-Toxicity relationships of PFAS: Insights from quantum chemical descriptors and QSAR models.

Cheng Z, Zhou J, Peng X, Xue D, Shen Z, Chen Q, Hu X

2026 PubMed Environmental research