Quantum Machine Learning
24 papers for year 2025 from Europe PMC
Showing 1-12 of 24
A low-circuit-depth quantum computing approach to the nuclear shell model
Stevenson P, Sarma C.
2025
Europe PMC
Europe PMC
A quantum machine learning-based predictive analysis of CERN collision events.
Tripathi S, Upadhyay H, Soni J.
2025
Europe PMC
Sci Rep
Advanced Quantum Machine Learning Framework Enhances Classification Accuracy by 34% Through Multi-Dimensional Geometric Optimization
Chaplart TB.
2025
Europe PMC
Europe PMC
An integrated optical hardware for realization of quantum error correction operators.
Armaghani S, Rostami A.
2025
Europe PMC
Sci Rep
Artificial intelligence in financial market prediction: advancements in machine learning for stock price forecasting.
Rohan A, Hossen MD, Pranto MN, Hossain B, Yoshi AM, Islam R.
2025
Europe PMC
Front Artif Intell
Can Entanglement Measures Predict LOCC Majorization Ordering? A Machine Learning Study of Two-Qubit Systems
Erol V.
2025
Europe PMC
Europe PMC
How does Quantum Machine Learning (QML) improve optimization in complex systems compared to classical machine learning algorithms?
Pise S.
2025
Europe PMC
Europe PMC
Hybrid quantum neural network models for fruit quality assessment.
Khairi DU, Ahsan K, Ali SZ, Alhalabi W, Albaradei S, Anwar MS.
2025
Europe PMC
PLoS One
Learning to decode logical circuits.
Zhou Y, Wan C, Xu Y, Zhou JP, Weinberger KQ, Kim EA.
2025
Europe PMC
Nat Comput Sci
Local clustering decoder as a fast and adaptive hardware decoder for the surface code.
Ziad AB, Zalawadiya A, Topal C, Camps J, Gehér GP, Stafford MP, Turner ML.
2025
Europe PMC
Nat Commun
Machine-Learning-Assisted Parameterization of Quantum Walk Algorithms
Ghayour P.
2025
Europe PMC
Europe PMC
Metropolitan-scale ion-photon entanglement via a quantum network node with hybrid multiplexing enhancements.
Cui ZB, Wang ZQ, Lai PC, Wang Y, Shi JX, Liu PY, Sun YD, Tian ZC, Liang YB, Qi BX, Huang YY, Zhou ZC, Wu YK, Xu Y, Duan LM, Pu YF.
2025
Europe PMC
Nat Commun