Követés
Ludovico Theo Giorgini
Ludovico Theo Giorgini
Applied Math Instructor, MIT
E-mail megerősítve itt: mit.edu
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
122020
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
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
62023
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
Response Theory via Generative Score Modeling
LT Giorgini, K Deck, T Bischoff, A Souza
Physical Review Letters 133, 267302, 2024
42024
Reduced Markovian Models of Dynamical Systems
LT Giorgini, AN Souza, PJ Schmid
arXiv preprint arXiv:2308.10864, 2023
3*2023
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
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
Journal of Statistical Physics 191 (138), 2024
12024
Learning dissipation and instability fields from chaotic dynamics
LT Giorgini, AN Souza, D Lippolis, P Cvitanović, P Schmid
arXiv preprint arXiv:2502.03456, 2025
2025
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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