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Ludovico Theo Giorgini
Ludovico Theo Giorgini
Applied Math Instructor, MIT
Verified email at mit.edu
Title
Cited by
Cited by
Year
Predicting critical transitions in multiscale dynamical systems using reservoir computing
SH Lim, L Theo Giorgini, W Moon, JS Wettlaufer
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (12), 2020
36*2020
Analytical Survival Analysis of the Ornstein–Uhlenbeck Process
LT Giorgini, W Moon, JS Wettlaufer
Journal of statistical physics 181 (6), 2404-2414, 2020
112020
Non-Gaussian stochastic dynamical model for the El Niño southern oscillation
LT Giorgini, W Moon, N Chen, JS Wettlaufer
Physical Review Research 4 (2), L022065, 2022
92022
Precursors to rare events in stochastic resonance
LT Giorgini, SH Lim, W Moon, JS Wettlaufer
Europhysics letters 129 (4), 40003, 2020
8*2020
Thermodynamic cost of erasing information in finite time
LT Giorgini, R Eichhorn, M Das, W Moon, JS Wettlaufer
Physical Review Research 5 (2), 023084, 2023
72023
Analytical solution of stochastic resonance in the nonadiabatic regime
W Moon, LT Giorgini, JS Wettlaufer
Physical Review E 104 (4), 044130, 2021
72021
Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional -vector model
LT Giorgini, UD Jentschura, EM Malatesta, G Parisi, T Rizzo, J Zinn-Justin
Physical Review D 101 (12), 125001, 2020
72020
Correlation functions of the anharmonic oscillator: Numerical verification of two-loop corrections to the large-order behavior
LT Giorgini, UD Jentschura, EM Malatesta, G Parisi, T Rizzo, J Zinn-Justin
Physical Review D 105 (10), 105012, 2022
62022
Stochastic paleoclimatology: Modeling the EPICA ice core climate records
NDB Keyes, LT Giorgini, JS Wettlaufer
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (9), 2023
52023
Response Theory via Generative Score Modeling
LT Giorgini, K Deck, T Bischoff, A Souza
arXiv preprint arXiv:2402.01029, 2024
32024
Modeling the El Niño Southern Oscillation with Neural Differential Equations
L Giorgini, SH Lim, W Moon, N Chen, J Wettlaufer
NeurIPS 2021 Time Series Workshop, 2021
32021
Instantons in theories: Transseries, virial theorems, and numerical aspects
LT Giorgini, UD Jentschura, EM Malatesta, T Rizzo, J Zinn-Justin
Physical Review D 110 (3), 036003, 2024
22024
Reduced Markovian Models of Dynamical Systems
LT Giorgini, AN Souza, PJ Schmid
arXiv preprint arXiv:2308.10864, 2023
2*2023
Enhanced and Generalized One–Step Neville Algorithm: Fractional Powers and Access to the Convergence Rate
UD Jentschura, LT Giorgini
Computer Physics Communications, 109280, 2024
1*2024
Analytical Survival Analysis of the Non-autonomous Ornstein-Uhlenbeck Process
LT Giorgini, W Moon, JS Wettlaufer
arXiv preprint arXiv:2406.03436, 2024
12024
Applications of Score-Based Diffusion Models for Addressing Scientific Questions in Geophysics
A Souza, LT Giorgini, S Silvestri, M Kloewer, K Deck, T Bischoff
AGU24, 2024
2024
A Serendipitous Journey through Stochastic Processes
LT Giorgini
Stockholm University, 2021
2021
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