Quantum Machine Learning
285 papers from PubMed
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 13-24 of 285
Accelerating quasiparticle physics: A review on the synergy of machine learning and density functional theory for excitons, polaritons, and plasmons.
Alavi-Rad H, Hassani-Vasmejani M, Bagheri Tagani M
Accurate Hydration Free Energy Calculations for Diverse Organic Molecules With a Machine Learning Force Field.
Xie X, Weber JL, Svensson M, Johnston RC, Harder ED, Jacobson LD
Acoustoelectric control of optoelectronic anisotropy for reconfigurable polarimetry.
Jiang C, Gu J, Lu H, Zhou J, Zhang E, Guo J, Zhang C, Xiu F
Advancing density functional tight-binding method for large organic molecules through equivariant neural networks.
Medrano Sandonas L, Puleva M, Erarslan Z, Parra Payano R, Stöhr M, Cuniberti G, Tkatchenko A
Advancing metal organic frameworks screening and remediation condition optimization for removing persistent organic pollutant via integrated machine learning and theoretical calculation insights.
Wei Z, Jing S, Lü XF, Wang W, Mele G, Yuan K, Ni W, Jiang ZY, Guo Y
AI digital-twin ecosystem translating gut-microbiome-neuroimmune signals into precision sleep-mood interventions.
Yu X, Fan L, Fan S, Li H
AI-driven multiscale virtual plant cell modeling: from molecular mechanisms to tissue functions.
Liu Z, Sun X
AIMNet2-NSE: A Transferable Reactive Neural Network Potential for Open-Shell Chemistry.
Kalita B, Zubatyuk R, Anstine DM, Bergeler M, Settels V, Stork C, Spicher S, Isayev O
Amplifying metabolic profiling of extracellular vesicle dynamics with ACTIVITY.
Yu RJ, Ma WY, Xiao HY, Zhang YW, Gong WB, Yu ZF, Wei KL, Xing KR, Wang X, Zhu HJ, Wang LH, Ding XG
An allosteric DNAzyme-Based logic circuit intelligent electrochemiluminescence biosensor for the precise diagnosis of acute myocardial infarction.
Zhang Z, Dai Y, Liu J, Zhou Y, Du Z, Zhu R, Xu C, Sun Y, Zhang K
An On-Demand Neuromorphic Vision System Enabled by a Multi-Paradigm Neuromorphic Device and Hierarchical Reconfigurability Designed from Device to System Level.
Jiang B, Xu J, Ran L, Feng X, Harrabi K, Li Y, Lin L, Zhou F
An ultra-low-consumption dilution strategy for high-performance inverted perovskite solar cells.
Zhou Y, Pang J, Zhang B, Li Y, Feng Y, Zhang B, Wang Q, Liu R, Shen Z, Li F