34 citations · 86 across the 12 of their papers we have counts for
12 papers
Alternative routes to universal diversity scaling in component systems: from proteomes to large language models
Andrea Mazzolini, Leonardo Agasso, Filippo Valle +3
Remarkably common statistical laws characterize the diversity scaling and its fluctuations across a wide range of complex "component systems". These regularities are often interpre…
Component systems: do null models explain everything?
Andrea Mazzolini, Mattia Corigliano, Rossana Droghetti +2
Component systems - ensembles of realizations built from a shared repertoire of modular parts - are ubiquitous in biological, ecological, technological, and socio-cultural domains.…
Ranking nodes in bipartite systems with a non-linear iterative map
Andrea Mazzolini, Michele Caselle, Matteo Osella
Ranking nodes in networks according to a defined measure of importance is an extensively studied task, with applications in ecology, economic trade networks, and social networks. T…
Evolutionary stability of antigenically escaping viruses
Victor Chardès, Andrea Mazzolini, Thierry Mora +1
Antigenic variation is the main immune escape mechanism for RNA viruses like influenza or SARS-CoV-2. While high mutation rates promote antigenic escape, they also induce large mut…
Inspecting the interaction between HIV and the immune system through genetic turnover
Andrea Mazzolini, Thierry Mora, Aleksandra M Walczak
Chronic infections of the human immunodeficiency virus (HIV) create a very complex co-evolutionary process, where the virus tries to escape the continuously adapting host immune sy…
Optimizing Airborne Wind Energy with Reinforcement Learning
N. Orzan, C. Leone, A. Mazzolini +2
Airborne Wind Energy is a lightweight technology that allows power extraction from the wind using airborne devices such as kites and gliders, where the airfoil orientation can be d…
NoisET: Noise learning and Expansion detection of T-cell receptors
Meriem Bensouda Koraichi, Maximilian Puelma Touzel, Andrea Mazzolini +2
High-throughput sequencing of T- and B-cell receptors makes it possible to track immune repertoires across time, in different tissues, in acute and chronic diseases and in healthy…
Generosity, selfishness and exploitation as optimal greedy strategies for resource sharing
Andrea Mazzolini, Antonio Celani
Resource sharing outside the kinship bonds is rare. Besides humans, it occurs in chimpanzee, wild dogs and hyenas as well as in vampire bats. Resource sharing is an instance of ani…
Heaps' law, statistics of shared components and temporal patterns from a sample-space-reducing process
Andrea Mazzolini, Alberto Colliva, Michele Caselle +1
Zipf's law is a hallmark of several complex systems with a modular structure, such as books composed by words or genomes composed by genes. In these component systems, Zipf's law d…
Zipf and Heaps laws from dependency structures in component systems
Andrea Mazzolini, Jacopo Grilli, Eleonora De Lazzari +3
Complex natural and technological systems can be considered, on a coarse-grained level, as assemblies of elementary components: for example, genomes as sets of genes, or texts as s…
Statistics of shared components in complex component systems
Andrea Mazzolini, Marco Gherardi, Michele Caselle +2
Many complex systems are modular. Such systems can be represented as "component systems", i.e., sets of elementary components, such as LEGO bricks in LEGO sets. The bricks found in…
Adaptation and irreversibility in microevolution
Stefano Bo, Andrea Mazzolini, Antonio Celani
Within the framework of population genetics we consider the evolution of an asexual haploid population under the effect of a rapidly varying natural selection (microevolution). We…