Raffaella Burioni

1. Topological thermal instability and the length of proteins
   2003/06/19 by R. Burioni, Raffaella Burioni, Davide Cassi +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Protein Structure and Dynamics #Spectroscopy and Quantum Chemical Studies #cond-mat #q-bio
2. Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks
   2023/07/21 by Riccardo Aiudi, Aiudi, R., R. Pacelli +7 · 5 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
3. Predictive power of a Bayesian effective action for fully-connected one hidden layer neural networks in the proportional limit
   2024/01/19 by Piero Baglioni, Baglioni, P., R. Pacelli +11 · 4 citations
   Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Neural Networks and Applications #Statistical Mechanics (cond-mat.stat-mech)
4. The quest for new materials: the network theory and machine learning perspectives
   2025/02/13 by Jacopo Moi, Moi, Jacopo, Davide Spallarossa +7 · 1 citation
   Materials Science · #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Other Condensed Matter (cond-mat.other) #Statistical Mechanics (cond-mat.stat-mech)