3 papers
physics.soc-ph2026
Cross-order induced behaviors in contagion dynamics on higher-order networks
Kaloyan Danovski, Sandro Meloni, Michele Starnini
Recent studies have shown that novel collective behaviors emerge in complex systems due to higher-order interactions. However, the way in which the structural correlations of these…
physics.soc-ph2025
Walking Through Complex Spatial Patterns of Climate and Conflict-Induced Displacements
David Carranza, Devansh Sharma, Francisco Malveiro +6
Extreme weather events are projected to intensify global migration, increase resource competition, and amplify socio-spatial phenomena, including intergroup conflicts, socioeconomi…
cs.LG2024
Dynamical stability and chaos in artificial neural network trajectories along training
Kaloyan Danovski, Miguel C. Soriano, Lucas Lacasa
The process of training an artificial neural network involves iteratively adapting its parameters so as to minimize the error of the network's prediction, when confronted with a le…