April 2024
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26 Reads
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1 Citation
Physica D Nonlinear Phenomena
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April 2024
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26 Reads
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1 Citation
Physica D Nonlinear Phenomena
August 2023
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61 Reads
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2 Citations
The effect of transport noise on a 2D fluid may depend on the space-scale of the noise. We investigate numerically the dissipation properties of very small-scale transport noise. As a test problem we consider the Kelvin-Helmholtz instability and we compare the inviscid case, the viscous one, both without noise, and the inviscid case perturbed by transport noise. We observe a partial similarity with the viscous case, namely a delay of the instability.
April 2023
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32 Reads
We propose a Markovian model to understand how Italy's public sphere behaves on the green energy transition theme. The paper uses the example of solar photovoltaics as a point of reference. The adoption decision is assumed to be sequentially influenced by the network communication of each person or family and the payback period of the investment. We apply the model for a case study based on the evolution of residential PV systems in Italy over the 2006-2026 period. The baseline configuration of the model is calibrated based on the actual diffusion of residential PV in Italy from 2006 to 2020. The comprehensive analysis leads to a discussion of two interesting societal implications. (1) Cognitive biases such as hyperbolic discounting of individual future utility crucially influence inter-temporal green choices. (2) Individual green choices count for the effect that it has on the chances that other individuals will also make a choice, in turn abating other greenhouse gas emissions.
February 2023
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53 Reads
The effect of transport noise on a 2D fluid may depend on the space-scale of the noise. We investigate numerically the dissipation properties of very small-scale transport noise. As a test problem we consider the Kelvin-Helmholtz instability and we compare the inviscid case, the viscous one, both without noise, and the inviscid case perturbed by transport noise. We observe a partial similarity with the viscous case, namely a delay of the instability.
November 2022
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36 Reads
This work deals with Green Energy Transition, focusing on the problem of understanding subjects' reactions to the urgency of a change and inputs coming from governments. We use the example of solar photovoltaic as a concrete example and compare our models to data. We develop two models following two sets of assumptions: a Markovian model of interacting particle systems and a MFG model. In both cases, we derive the scaling limit deterministic dynamics. We compare the two dynamics to Italian solar photovoltaic data identifying periods where the first model describes the behavior of domestic data well and a period where the second model captures a particular feature of data corresponding to companies. The comprehensive analysis, which is integrated by a philosophical inquiry focusing on the conceptual vocabulary used and the correlative implications, leads to the formulation of hypotheses about the efficacy of different forms of governmental subsidies.
September 2021
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27 Reads
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17 Citations
Physical Review D
We study string breaking in the three-dimensional SU(2) Higgs model, using values of the gauge coupling for which the confinementlike and Higgs-like regions of the phase diagram are separated just by a smooth crossover. We show that even in the presence of string breaking, the confining part of the interquark potential is well described by the effective string theory and that also the fine details of the effective string, like the higher order terms of the Nambu-Goto action or the boundary correction, can be precisely extracted from the fits and agree with the effective string predictions. We comment on the implications of these results for QCD simulations with dynamical quarks.
June 2021
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5 Reads
We study string breaking in the three dimensional SU(2) Higgs model, using values of the gauge coupling for which the confinement-like and Higgs-like regions of the phase diagram are separated just by a smooth crossover. We show that even in the presence of string breaking, the confining part of the interquark potential is well described by the Effective String Theory and that also the fine details of the effective string, like the higher order terms of the Nambu-Goto action or the boundary correction, can be precisely extracted from the fits and agree with the effective string predictions. We comment on the implications of these results for QCD simulations with dynamical quarks.
May 2020
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41 Reads
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12 Citations
Physical Review D
We consider the three dimensional SU(2) Yang-Mills theory with adjoint static color sources, studying by lattice simulations how the shape of the flux tube changes when increasing the distance between them. The disappearance of the flux tube at string breaking is quite abrupt, but precursors of this phenomenon are present already when the separation between the sources is smaller than its critical value, a fact that influences also some details of the static potential.
March 2020
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5 Reads
We consider the three dimensional SU(2) Yang-Mills theory with adjoint static color sources, studying by lattice simulations how the shape of the flux tube changes when increasing the distance between them. The disappearance of the flux tube at string breaking is quite abrupt, but precursors of this phenomenon are present already when the separation between the sources is smaller than its critical value, a fact that influences also some details of the static potential.
... Another possible extension concerns the simpler two-dimensional (2D) case, in which vortex filaments are replaced by point vortices. Periodic point vortex systems have received much attention [80,61,77,53,40], in part due to their link with statistical mechanics and with 2D turbulence. In that case, Ewald summation can be achieved using a function splitting similar to (3.3) [43,23]. ...
April 2024
Physica D Nonlinear Phenomena
... In this study, we use the Grad-CAM++ [19] method to visually compare the performance of different visual feature extractors (such as ResNet, ResNet_CBAM, etc.). Class Activation Map (CAM) [20] is a classic interpretability technique that generates a heat map by calculating the weights of the feature map to intuitively display the areas in the input image that contribute most to the model prediction results. ...
August 2023
... We address the problem in the particular case of the the SU(2) pure gauge model in (2+1) dimensions since it is the simplest LGT with a non-abelian continuous gauge group and is thus a perfect laboratory to test large distance, non perturbative, features of YM theories with a relatively small numerical effort. Another advantage of this choice is that this model has been the subject of several studies in the past [6][7][8][9][10][11][12][13][14][15][16] and this previous knowledge will help us to fix the parameters of our simulations and will greatly simplify our work. ...
September 2021
Physical Review D
... The plaquette can be chosen in different orientations. However it is known, see for example ref. [23], that the most prominent signal is obtained considering the plaquette that corresponds to the chromo-electric field in the direction of the separation between the two Polyakov loops, i.e. the plaquette in theˆ-ˆplane. In order to have the plaquette exactly equidistant from the two Polyakov loops, in this setup, we choose their distance to be odd in units of the lattice spacing. ...
May 2020
Physical Review D