82 citations · 99 across the 7 of their papers we have counts for
7 papers
Low-Dissipation Data Bus via Coherent Quantum Dynamics
Dylan Lewis, João P. Moutinho, António Costa +2
The transfer of information between two physical locations is an essential component of both classical and quantum computing. In quantum computing the transfer of information must…
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…
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
Mario Krenn, Lorenzo Buffoni, Bruno Coutinho +13
A tool that could suggest new personalized research directions and ideas by taking insights from the scientific literature could significantly accelerate the progress of science. A…
Quantum dynamics for energetic advantage in a charge-based classical full-adder
João P. Moutinho, Marco Pezzutto, Sagar Pratapsi +5
We present a proposal for a one-bit full-adder to process classical information based on the quantum reversible dynamics of a triple quantum dot system. The device works via the re…
Network-based link prediction of scientific concepts -- a Science4Cast competition entry
Joao P. Moutinho, Bruno Coutinho, Lorenzo Buffoni
We report on a model built to predict links in a complex network of scientific concepts, in the context of the Science4Cast 2021 competition. We show that the network heavily favou…
Quantum Link Prediction in Complex Networks
João P. Moutinho, André Melo, Bruno Coutinho +2
Predicting new links in physical, biological, social, or technological networks has a significant scientific and societal impact. Path-based link prediction methods utilize explici…