67 citations · 196 across the 13 of their papers we have counts for
13 papers
The Born Ultimatum: Conditions for Classical Surrogation of Quantum Generative Models with Correlators
Mario Herrero-Gonzalez, Brian Coyle, Kieran McDowall +4
Quantum Circuit Born Machines (QCBMs) are powerful quantum generative models that sample according to the Born rule, with complexity-theoretic evidence suggesting potential quantum…
Semi-parametric efficient estimation of small genetic effects in large-scale population cohorts
Olivier Labayle, Breeshey Roskams-Hieter, Joshua Slaughter +5
Population genetics seeks to quantify DNA variant associations with traits or diseases, as well as interactions among variants and with environmental factors. Computing millions of…
Higher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium
Sjoerd Viktor Beentjes, Ava Khamseh
The problem of inferring pair-wise and higher-order interactions in complex systems involving large numbers of interacting variables, from observational data, is fundamental to man…
Beyond the Standard Model Kaon Mixing with Physical Masses
Peter Boyle, Nicolas Garron, Renwick James Hudspith +4
We present results from a calculation of beyond the standard model (BSM) kaon mixing including data physical with light quark masses. We simulate QCD with Iwasaki gauge a…
Machine learning determination of dynamical parameters: The Ising model case
Guido Cossu, Luigi Del Debbio, Tommaso Giani +2
We train a set of Restricted Boltzmann Machines (RBMs) on one- and two-dimensional Ising spin configurations at various values of temperature, generated using Monte Carlo simulatio…
Heavy Domain Wall Fermions: The RBC and UKQCD charm physics program
P. A. Boyle, L. Del Debbio, A. Juttner +3
We review the domain wall charm physics program of the RBC and UKQCD collaborations based on simulations including ensembles with physical pion mass. We summarise our current set-u…
BSM Kaon Mixing at the Physical Point
Peter Boyle, Nicolas Garron, Julia Kettle +2
We present a progress update on the calculation of beyond the standard model (BSM) kaon mixing matrix elements at the physical point. Simulations are performed using 2+1 flavour do…
The decay constants and in the continuum limit of domain wall lattice QCD
Peter A. Boyle, Luigi Del Debbio, Andreas Juttner +3
We present results for the decay constants of the and mesons computed in lattice QCD with dynamical flavours. The simulations are based on RBC/UKQCD's domain wa…
A massive momentum-subtraction scheme
Peter Boyle, Luigi Del Debbio, Ava Khamseh
A new renormalization scheme is defined for fermion bilinears in QCD at non vanishing quark masses. This new scheme, denoted RI/mSMOM, preserves the benefits of the nonexceptional…
Charm Physics with Domain Wall Fermions and Physical Pion Masses
Peter Boyle, Luigi Del Debbio, Andreas Jüttner +4
We present RBC/UKQCD's charm project using flavour ensembles with inverse lattice spacings in the range and two physical pion mass ensembles. Do…
A massive momentum-subtraction scheme
Peter Boyle, Luigi Del Debbio, Ava Khamseh
We introduce a new massive renormalization scheme, denoted mSMOM, as a modification of the existing RI/SMOM scheme. We use SMOM for defining renormalized fermion bilinears in QCD a…
Domain Wall Charm Physics with Physical Pion Masses: Decay constants, bag and parameters
Peter Boyle, Luigi Del Debbio, Ava Khamseh +3
We provide an overview of RBC/UKQCD's charm project on 2+1 flavour physical pion mass ensembles using Möbius Domain Wall Fermions for the light as well as for the charm quark. We d…
Charm physics with physical light and strange quarks using domain wall fermions
Peter A. Boyle, Luigi Del Debbio, Nicolas Garron +5
We present a study of charm physics using RBC/UKQCD 2+1 flavour physical point domain wall fermion ensembles for the light quarks as well as for the valence charm quark. After a br…