6 citations · 21 across the 9 of their papers we have counts for
8 papers · 1 filter
Network-based prediction of drug combinations with quantum annealing
Diogo Ramos, Bruno Coutinho, Duarte Magano
The systematic discovery of effective drug combinations is a challenging problem in modern pharmacology, driven by the combinatorial growth of potential pairings and dosage configu…
Quantum Network-Based Prediction of Cancer Driver Genes
Patricia Marques, Andreas Wichert, Duarte Magano +1
Identification of cancer driver genes is fundamental for the development of targeted therapeutic interventions. The integration of mutational profiles with protein-protein interact…
Making the cut: two methods for breaking down a quantum algorithm
Miguel Murça, Duarte Magano, Yasser Omar
Despite the promise that fault-tolerant quantum computers can efficiently solve classically intractable problems, it remains a major challenge to find quantum algorithms that may r…
On the quantum simulation of complex networks
Duarte Magano, João Moutinho, Bruno Coutinho
Quantum walks provide a natural framework to approach graph problems with quantum computers, exhibiting speedups over their classical counterparts for tasks such as the search for…
On the complexity of quantum link prediction in complex networks
João P. Moutinho, Duarte Magano, Bruno Coutinho
Link prediction methods use patterns in known network data to infer which connections may be missing. Previous work has shown that continuous-time quantum walks can be used to repr…
Super-resolution of Green's functions on noisy quantum computers
Diogo Cruz, Duarte Magano
Quantum computers, using efficient Hamiltonian evolution routines, have the potential to simulate Green's functions of classically-intractable quantum systems. However, the decoher…