4 papers · 1 filter
Classical and Quantum Machine Learning for Population-Level Prediction of Heat-Related Physiological Events
Saul Gonzalez-Bermejo, Tommaso Albrigi, Borja Vazquez-Morado +4
Predicting heat-related physiological events at the population level is challenging due to the complex interactions among climatic, demographic, and socioeconomic factors, as well…
Hydration Monitoring Using Urinary Biomarkers: A Hybrid Classical Quantum Predictive Modeling Framework
Saul Gonzalez-Bermejo, Tommaso Albrigi, Borja Vazquez-Morado +7
Hydration status is a key physiological indicator associated with cellular homeostasis, renal function, and overall health. Recent advances in smart sensing environments enable pas…
QMProt: A Comprehensive Dataset of Quantum Properties for Proteins
Laia Coronas Sala, Parfait Atchade-Adelemou
We introduce Quantum Mechanics for Proteins (QMProt), a dataset developed to support quantum computing applications in protein research. QMProt contains precise quantum-mechanical…
Fourier series weight in quantum machine learning
Parfait Atchade-Adelomou, Kent Larson
In this work, we aim to confirm the impact of the Fourier series on the quantum machine learning model. We will propose models, tests, and demonstrations to achieve this objective.…