308 citations · 1.1k across the 34 of their papers we have counts for
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LHC EFT WG Note: Precision matching of microscopic physics to the Standard Model Effective Field Theory (SMEFT)
Sally Dawson, Admir Greljo, Kristin Lohwasser +16
This note gives an overview of the tools for the precision matching of ultraviolet theories to the Standard Model effective field theory (SMEFT) at the tree level and one loop. Sev…
QFitter -- A Quantum Fitting Framework Applied to Effective Field Theories
Juan Carlos Criado, Roman Kogler, Michael Spannowsky
The use of experimental data to constrain the values of the Wilson coefficients of an Effective Field Theory (EFT) involves minimising a function that may contain local minim…
Identifying magnetic antiskyrmions while they form with convolutional neural networks
Jack Y. Araz, Juan Carlos Criado, Michael Spannowsky
Chiral magnets have attracted a large amount of research interest in recent years because they support a variety of topological defects, such as skyrmions and bimerons, and allow f…
Qade: Solving Differential Equations on Quantum Annealers
Juan Carlos Criado, Michael Spannowsky
We present a general method, called Qade, for solving differential equations using a quantum annealer. The solution is obtained as a linear combination of a set of basis functions.…
Completely Quantum Neural Networks
Steve Abel, Juan C. Criado, Michael Spannowsky
Artificial neural networks are at the heart of modern deep learning algorithms. We describe how to embed and train a general neural network in a quantum annealer without introducin…