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quant-ph2024
Interface-Driven Peptide Folding: Quantum Computations on Simulated Membrane Surfaces
Daniel Conde-Torres, Mariamo Mussa-Juane, Daniel Faílde +3
Antimicrobial peptides (AMPs) play important roles in cancer, autoimmune diseases, and aging. A critical aspect of AMP functionality is their targeted interaction with pathogen mem…
quant-ph2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction
José Daniel Viqueira, Daniel Faílde, Mariamo M. Juane +2
Quantum Recurrent Neural Networks (QRNNs) are robust candidates for modelling and predicting future values in multivariate time series. However, the effective implementation of som…