Publications by authors named "Patrick Coles"

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Thermodynamic computing system for AI applications.
Denis Melanson, Mohammad Abu Khater, Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon, Patrick J Coles

Nat Commun· April 2025

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Practical Hamiltonian learning with unitary dynamics and Gibbs states.
Andi Gu, Lukasz Cincio, Patrick J Coles

Nat Commun· January 2024

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Out-of-distribution generalization for learning quantum dynamics.
Matthias C Caro, Hsin-Yuan Huang, Nicholas Ezzell, Joe Gibbs, Andrew T Sornborger, Patrick J Coles

Nat Commun· July 2023

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Theory of overparametrization in quantum neural networks.
Martín Larocca, Nathan Ju, Diego García-Martín, Patrick J Coles, Marco Cerezo

Nat Comput Sci· June 2023

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Inference-Based Quantum Sensing.
C Huerta Alderete, Max Hunter Gordon, Frédéric Sauvage, Akira Sone, Andrew T Sornborger, Patrick J Coles

Phys Rev Lett· November 2022

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Challenges and opportunities in quantum machine learning.
M Cerezo, Guillaume Verdon, Hsin-Yuan Huang, Lukasz Cincio, Patrick J Coles

Nat Comput Sci· September 2022

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Trainability of Dissipative Perceptron-Based Quantum Neural Networks.
Kunal Sharma, M Cerezo, Lukasz Cincio, Patrick J Coles

Phys Rev Lett· May 2022

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Quantum simulation of operator spreading in the chaotic Ising model.
Michael R Geller, Andrew Arrasmith, Zoë Holmes, Bin Yan, Patrick J Coles

Phys Rev E· March 2022

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Reformulation of the No-Free-Lunch Theorem for Entangled Datasets.
Kunal Sharma, M Cerezo, Zoë Holmes, Lukasz Cincio, Andrew Sornborger, Patrick J Coles

Phys Rev Lett· February 2022

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Computable and Operationally Meaningful Multipartite Entanglement Measures.
Jacob L Beckey, N Gigena, Patrick J Coles, M Cerezo

Phys Rev Lett· October 2021

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Seeking quantum advantage for neural networks.
Patrick J Coles

Nat Comput Sci· June 2021

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Barren Plateaus Preclude Learning Scramblers.
Zoë Holmes, Andrew Arrasmith, Bin Yan, Patrick J Coles, Andreas Albrecht

Phys Rev Lett· May 2021

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Variational consistent histories as a hybrid algorithm for quantum foundations.
Andrew Arrasmith, Lukasz Cincio, Andrew T Sornborger, Wojciech H Zurek, Patrick J Coles

Nat Commun· July 2019

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Entropic Energy-Time Uncertainty Relation.
Patrick J Coles, Vishal Katariya, Seth Lloyd, Iman Marvian, Mark M Wilde

Phys Rev Lett· March 2019

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Numerical approach for unstructured quantum key distribution.
Patrick J Coles, Eric M Metodiev, Norbert Lütkenhaus

Nat Commun· May 2016

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Equivalence of wave-particle duality to entropic uncertainty.
Patrick J Coles, Jedrzej Kaniewski, Stephanie Wehner

Nat Commun· December 2014

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Uncertainty relations from simple entropic properties.
Patrick J Coles, Roger Colbeck, Li Yu, Michael Zwolak

Phys Rev Lett· May 2012

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Two homologous domains of similar structure but different stability in the yeast linker histone, Hho1p.
Tariq Ali, Patrick Coles, Timothy J Stevens, Katherine Stott, Jean O Thomas

J Mol Biol· April 2004

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