Giovanni Brigati

1. Heat flow, log-concavity, and Lipschitz transport maps
   2024/04/23 by Giovanni Brigati, Francesco Pedrotti, Brigati, Giovanni +1 · 10 citations
   Economics, Econometrics and Finance · Mathematics · #Stochastic processes and financial applications #Geometric Analysis and Curvature Flows #Mathematical Dynamics and Fractals
2. Hypocoercivity meets lifts
   2024/12/14 by Giovanni Brigati, Francis Lörler, Brigati, Giovanni +3 · 4 citations
   Neuroscience · #Sleep and Wakefulness Research
3. Kinetic Optimal Transport (OTIKIN) -- Part 1: Second-Order Discrepancies Between Probability Measures
   2025/02/21 by Giovanni Brigati, Jan Maas, Brigati, Giovanni +3 · 2 citations
   Engineering · Mathematics · #35Q83 #49Q22 (Primary) #82C40 #Analysis of PDEs (math.AP) #FOS: Mathematics #Functional Analysis (math.FA) #Gas Dynamics and Kinetic Theory #Geometric Analysis and Curvature Flows #Metric Geometry (math.MG) #Probability (math.PR) #Spacecraft Dynamics and Control
4. From Kinetic Theory to AI: a Rediscovery of High-Dimensional Divergences and Their Properties
   2025/07/15 by Gennaro Auricchio, Auricchio, Gennaro, Giovanni Brigati +5 · 4 citations
   Computer Science · Materials Science · #35B40 #35K55 #35L60 #35Q70 #35Q91 #35Q92 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematical Physics (math-ph) #Multiagent Systems (cs.MA) #Neural Networks and Applications