19 citations · 56 across the 10 of their papers we have counts for
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Interaction-Aware Embedding Optimization for Neutral-Atom Quantum Processors
Clément de Terrasson de Montleau, Victor Drouin-Touchette, Wesley Coelho
Neutral atom-based quantum computers have the ability to dynamically reshape the qubit register geometry between experimental runs. This capability enables different types of probl…
Quantum-Assisted Optimization Guided by Machine-Learned Risk Maps for Aerial Surveillance Routing
Dorian Lauwerier, Alexis Vieloszynski, Yves Bérubé-Lauzière +1
Analog quantum computing with neutral atom computers is rapidly evolving into a promising way to perform combinatorial optimization tasks at scale. As technology matures, exploring…
Quantum-enhanced Monte Carlo Tree Search framework for combinatorial optimization problems
Yohan Finet, Yves Bérubé-Lauzière, Victor Drouin-Touchette
Over the past decades, the operations research community has developed numerous effective optimization algorithms, yet quantum computing is emerging as a new computational paradigm…
Iterative Optimization with Partial Convergence Guarantees on Neutral Atom Quantum Computers
Cédrick Perron, Yves Bérubé-Lauzière, Victor Drouin-Touchette
Neutral atom quantum computers (NAQCs) have emerged as a promising platform for solving the maximum weighted independent set (MWIS) problem. However, analog quantum approaches face…
Leveraging Analog Neutral Atom Quantum Computers for Diversified Pricing in Hybrid Column Generation Frameworks
Cédrick Perron, Yves Bérubé-Lauzière, Victor Drouin-Touchette
In this work, we develop new pulse designs and embedding strategies to improve the analog quantum subroutines of hybrid column generation (CG) algorithms based on neutral-atoms qua…
Quantum Counting in the Rydberg Blockade
Joseph Gibson, Victor Drouin-Touchette, Stefanos Kourtis
We propose a quantum algorithm for approximately counting the number of solutions to planar 2-satisfiability (2SAT) formulas natively on neutral-atom quantum computers (NAQC). Our…