5 papers
Climate change and human mobility will shape dengue emergence risk in Europe
Charley Presigny, Paolo Baglioni, Pietro Rotondo +3
The risk of local arbovirus outbreaks in Europe is expected to increase due to climate change, as suggested by the multiplication of arbovirus outbreaks in the last decades. Europe…
Taming NSPT fluctuations in Non-Linear Sigma Model: simulations in the large regime
Paolo Baglioni, Francesco Di Renzo
The Non-Linear Sigma Model (NLSM) is an example of a field theory on a target space exhibiting intricate geometry. One remarkable characteristic of the NLSM is asymptotic freedom,…
Large fluctuations in NSPT computations: a lesson from non-linear sigma models
P. Baglioni, F. Di Renzo
In the last three decades, Numerical Stochastic Perturbation Theory (NSPT) has proven to be an excellent tool for calculating perturbative expansions in theories such as Lattice QC…
NSPT for non-linear sigma model: the larger the better
Paolo Baglioni, Francesco Di Renzo
The non-linear sigma model (NLSM) is an example of field theory on a target space with nontrivial geometry. One interesting feature of NLSM is asymptotic freedom, which make…
Predictive power of a Bayesian effective action for fully-connected one hidden layer neural networks in the proportional limit
P. Baglioni, R. Pacelli, R. Aiudi +4
We perform accurate numerical experiments with fully-connected (FC) one-hidden layer neural networks trained with a discretized Langevin dynamics on the MNIST and CIFAR10 datasets.…