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 1609-1620 of 4,297

Turbocharging EV battery SOH prediction with Quantum-Inspired channel attention

Deqi Hong, Liu Bin, Yong Zhang, Hong Zhao

2026 Crossref Expert Systems with Applications

Two-Tower Quantum Matrix Chain Multiplication: Trading Qubits for Depth

Giacomo Antonioli, Anna Bernasconi, Alessandro Berti, Gianna M. Del Corso, Alessandro Poggiali

2026 arXiv arXiv preprint

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

Unifying CO2 diffusion mechanisms in diamine-functionalized metal–organic frameworks via quantum-accurate machine learning dynamics

Dong Yun Shin, Joharimanitra Randrianandraina, Gayoung Cheon, Chang Seop Hong, Jung-Hoon Lee

2026 Crossref Chemical Engineering Journal

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