λϕ4 theory—Part I. The symmetric phase beyond NNNNNNNNLO

M Serone, G Spada, G Villadoro - Journal of High Energy Physics, 2018 - Springer
A bstract Perturbation theory of a large class of scalar field theories in d< 4 can be shown to
be Borel resummable using arguments based on Lefschetz thimbles. As an example we …

Phase transitions in the mini-batch size for sparse and dense two-layer neural networks

R Marino, F Ricci-Tersenghi - Machine Learning: Science and …, 2024 - iopscience.iop.org
The use of mini-batches of data in training artificial neural networks is nowadays very
common. Despite its broad usage, theories explaining quantitatively how large or small the …

Instantons in Theories: Transseries, Virial Theorems and Numerical Aspects

LT Giorgini, UD Jentschura, EM Malatesta… - arXiv preprint arXiv …, 2024 - arxiv.org
We discuss numerical aspects of instantons in two-and three-dimensional $\phi^ 4$ theories
with an internal $ O (N) $ symmetry group, the so-called $ N $-vector model. Combining …

Where do hard problems really exist?

R Marino - arXiv preprint arXiv:2309.16253, 2023 - arxiv.org
This chapter delves into the realm of computational complexity, exploring the world of
challenging combinatorial problems and their ties with statistical physics. Our exploration …

Correlation functions of the anharmonic oscillator: Numerical verification of two-loop corrections to the large-order behavior

LT Giorgini, UD Jentschura, EM Malatesta, G Parisi… - Physical Review D, 2022 - APS
Recently, the large-order behavior of correlation functions of the O (N)-anharmonic oscillator
has been analyzed by us [LT Giorgini et al., Phys. Rev. D 101, 125001 (2020) PRVDAQ …

Perturbation expansions at large order: results for scalar field theories revisited

AJ McKane - Journal of Physics A: Mathematical and Theoretical, 2019 - iopscience.iop.org
The question of the asymptotic form of the perturbation expansion in scalar field theories is
reconsidered. Renewed interest in the computation of terms in the-expansion, used to …

Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional -vector model

LT Giorgini, UD Jentschura, EM Malatesta, G Parisi… - Physical Review D, 2020 - APS
For a long time, the predictive limits of perturbative quantum field theory have been limited
by our inability to carry out loop calculations to an arbitrarily high order, which become …

Coordinate space representation for renormalization of quantum electrodynamics

A Mojavezi, R Moazzemi, ME Zomorrodian - The European Physical …, 2021 - Springer
We present a systematic treatment, up to order\(\alpha\), for the fundamental renormalization
of quantum electrodynamics in real space. Although the standard renormalization is an old …

[PDF][PDF] The Power of Perturbation Series

G Spada - 2018 - iris.sissa.it
The Power of Perturbation Series Page 1 Department of Theoretical Particle Physics The Power
of Perturbation Series Author Gabriele Spada Supervisors Prof. Marco Serone Prof. Giovanni …