Ludovico Theo Giorgini
Scholar

Ludovico Theo Giorgini

Google Scholar ID: DA5vUj0AAAAJ
C.L.E. Moore Instructor of Mathematics, MIT
Statistical physicsStochastic processesMachine learningDynamical systems
Citations & Impact
All-time
Citations
166
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • Published extensively in journals including Physical Review Letters, Physical Review D, Journal of Statistical Physics, Chaos, and conferences such as NeurIPS
  • Four arXiv preprints in 2025, including 'Data-Driven Decomposition of Conservative and Non-Conservative Dynamics in Multiscale Systems'
  • Published 'Response Theory via Generative Score Modeling' in Physical Review Letters (2024)
  • Published on the thermodynamic cost of information erasure in Physical Review Research (2023)
  • Numerical verification of two-loop corrections for anharmonic oscillator correlation functions in Physical Review D (2022)
  • Modeling ENSO with Neural Differential Equations presented at NeurIPS Time Series Workshop (2021)
  • Research on predicting critical transitions in multiscale systems published in Chaos (2020)