Performance of Quantum Annealing Machine Learning Classification Models on ADMET Datasets

Performance of Quantum Annealing Machine Learning Classification Models on ADMET Datasets

The Quantum Annealer built by D-Wave, known as Advantage, is currently the largest quantum computer in the world, featuring a topology called “Pegasus.” This groundbreaking system opens new possibilities for solving highly complex problems. The advancement of quantum annealers...

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Bibliographic Details
Main Authors: Hadi Salloum, Kamil Sabbagh, Vladislav Savchuk, Ruslan Lukin, Osama Orabi, Marat Isangulov, Manuel Mazzara
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Quantum computing
quantum annealing
Pegasus topology
quantum support vector machines (QSVM)
QBoost
ADMET datasets
Online Access:https://ieeexplore.ieee.org/document/10845761/
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