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Research & Breakthroughs
17 jun 2025
Q2SAR: A Quantum Multiple Kernel Learning Approach for Drug Discovery
Alejandro Giraldo, Daniel Ruiz, Mariano Caruso , Javier Mancilla , Guido Bellomo
6 May 2025
Quantum QSAR for drug discovery
Alejandro Giraldo, Daniel Ruiz, Mariano Caruso, Guido Bellomo
Quantitative Structure-Activity Relationship (QSAR) modeling is key in drug discovery, but classical methods face limitations when handling high-dimensional data and capturing complex molecular interactions. This research proposes enhancing QSAR techniques through Quantum Support Vector Machines (QSVMs).
