output
20112026
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations

Showing 2022Show all

6 papers · 1 filter

cond-mat.dis-nn2022★ 32 cited

Memory and rejuvenation in spin glasses: aging systems are ruled by more than one length scale

Janus Collaboration, M. Baity-Jesi, E. Calore +22

Memory and rejuvenation effects in the magnetic response of off-equilibrium spin glasses have been widely regarded as the doorway into the experimental exploration of ultrametricit…

physics.flu-dyn2022★ 19 cited

Universal alignment in turbulent pair dispersion

Ron Shnapp, Stefano Brizzolara, Marius M. Neamtu-Halic +2

Countless processes in nature and industry, from rain droplet nucleation to plankton interaction in the ocean, are intimately related to turbulent fluctuations of local concentrati…

cs.SI2022

Modeling Node Exposure for Community Detection in Networks

Sameh Othman, Johannes Schulz, Marco Baity-Jesi +1

In community detection, datasets often suffer a sampling bias for which nodes which would normally have a high affinity appear to have zero affinity. This happens for example when…

cond-mat.dis-nn2022★ 6 cited

On the superposition principle and non-linear response in spin glasses

I. Paga, Q. Zhai, M. Baity-Jesi +25

The extended principle of superposition has been a touchstone of spin glass dynamics for almost thirty years. The Uppsala group has demonstrated its validity for the metallic spin…

cs.CV2022★ 40 cited

Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology

S. Kyathanahally, T. Hardeman, M. Reyes +5

Monitoring biodiversity is paramount to manage and protect natural resources. Collecting images of organisms over large temporal or spatial scales is a promising practice to monito…

cond-mat.dis-nn2022★ 5 cited

Competition between Barrier- and Entropy-Driven Activation in Glasses

Matthew R. Carbone, Marco Baity-Jesi

In simplified models of glasses we clarify the existence of two different kinds of activated dynamics, which coexist, with one of the two dominating over the other. One is the ener…