269 citations · 2.6k across the 79 of their papers we have counts for
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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…
Reweighting a parton shower using a neural network: the final-state case
Enrico Bothmann, Luigi Del Debbio
The use of QCD calculations that include the resummation of soft-collinear logarithms via parton-shower algorithms is currently not possible in PDF fits due to the high computation…
Large-order NSPT for lattice gauge theories with fermions: the plaquette in massless QCD
Luigi Del Debbio, Francesco Di Renzo, Gianluca Filaci
Numerical Stochastic Perturbation Theory (NSPT) allows for perturbative computations in quantum field theory. We present an implementation of NSPT that yields results for high orde…