2 papers
physics.bio-ph2026
Network-based drug repurposing for MYH9-related nephritis
Muhammad Ali, Tommaso Gili, Guido Caldarelli
Using tools from network theory, we analyze the organization of a MYH9-oriented drug-like library in chemical space using a multi-descriptor framework. The dataset is drawn from ZI…
cond-mat.dis-nn2026
Phase Transitions in Neural Networks Pruning
Diego Pesce, Yang-Hui He, Guido Caldarelli
Deep neural networks are strongly over-parameterized, often containing far more weights than required for their task. Although such redundancy can aid optimization, it leads to ine…