Publications
NOVEMBER 25, 2024
Compression theory for inhomogeneous systems
We show how graph-based machine learning (ML) combined with information theory tools allows to automatically build and d…
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Publications
SEPTEMBER 15, 2024
Efficient Training of Layerwise-Commuting PQCs with Parallel Gradient Estimation
Training variational quantum algorithms is normally expensive because each step requires repeated measurements on the qu…
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Publications
FEBRUARY 5, 2024
Distributed Quantum Dynamics on Near-Term Quantum Processors
Quantum simulations of dynamics, key to materials science, are hindered both by limitations of qubit numbers and executa…
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Publications
SEPTEMBER 26, 2023
Approaching Quantum Utility by Leveraging Quantum Software Stack
This paper examines how software can help improve the practical performance of quantum computers and accelerate progress…
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