97 citations · 664 across the 32 of their papers we have counts for
32 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…
The Hands-On Growth Laws Theory Cookbook
Rossana Droghetti, Mattia Corigliano, Ludovico Calabrese +6
This tutorial covers the emerging field of coarse-grained cellular growth modeling, and aims to bridge the gap between theoretical foundations and practical application. By adoptin…
Counting the learnable functions of structured data
Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi
Cover's function counting theorem is a milestone in the theory of artificial neural networks. It provides an answer to the fundamental question of determining how many binary assig…
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…
Cell-to-cell variability and robustness in S-phase duration from genome replication kinetics
Qing Zhang, Federico Bassetti, Marco Gherardi +1
Genome replication, a key process for a cell, relies on stochastic initiation by replication origins, causing a variability of replication timing from cell to cell. While stochasti…