496 citations · 498 across the 4 of their papers we have counts for
8 papers · 1 filter
Extending Graph Transformers with Quantum Computed Aggregation
Slimane Thabet, Romain Fouilland, Loic Henriet
Recently, efforts have been made in the community to design new Graph Neural Networks (GNN), as limitations of Message Passing Neural Networks became more apparent. This led to the…
Embedding the MIS problem for non-local graphs with bounded degree using 3D arrays of atoms
Constantin Dalyac, Loic Henriet
In the past years, many quantum algorithms have been proposed to tackle hard combinatorial problems. These algorithms, which have been studied in depth in complexity theory, are at…
Many-body localization in waveguide QED
Nikos Fayard, Loïc Henriet, Ana Asenjo-Garcia +1
At the quantum many-body level, atom-light interfaces generally remain challenging to solve for or understand in a non-perturbative fashion. Here, we consider a waveguide quantum e…
Qualifying quantum approaches for hard industrial optimization problems. A case study in the field of smart-charging of electric vehicles
Constantin Dalyac, Loïc Henriet, Emmanuel Jeandel +4
In order to qualify quantum algorithms for industrial NP-Hard problems, comparing them to available polynomial approximate classical algorithms and not only to exact ones -- expone…
Quantum computing with neutral atoms
Loic Henriet, Lucas Beguin, Adrien Signoles +4
The manipulation of neutral atoms by light is at the heart of countless scientific discoveries in the field of quantum physics in the last three decades. The level of control that…
Environment-induced synchronization of two quantum oscillators
Loic Henriet
Spontaneous synchronization between coupled periodic systems occur in a wealth of classical physical setups. Here, we show theoretically that the phase of two distinct quantum harm…