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L. T. Giorgini

Observed names: Giorgini, L. T., Giorgini, Ludovico T, Giorgini, Ludovico T., Giorgini, Ludovico Theo, L. T. Giorgini, Ludovico Theo Giorgini, Ludovico T. Giorgini, Ludovico Theo Giorgini
ORCID: 0000-0003-1641-9087
Observed ORCID: 0000-0003-1641-9087
OpenAlex ID: A5075012931
Predicting critical transitions in multiscale dynamical systems using reservoir computing
2020 · Soon Hoe Lim, Ludovico Theo Giorgini, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 32
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Analytical Survival Analysis of the Ornstein–Uhlenbeck Process
2020 · L. T. Giorgini, W. Moon, et al. · Journal of Statistical Physics · 16
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Response Theory via Generative Score Modeling
2024 · Ludovico Theo Giorgini, Katherine Deck, et al. · Physical Review Letters · 13
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Thermodynamic cost of erasing information in finite time
2023 · L. T. Giorgini, R. Eichhorn, et al. · Physical Review Research · 13
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Reduced Markovian models of dynamical systems
2024 · Ludovico Theo Giorgini, Andre N. Souza, et al. · Physica D Nonlinear Phenomena · 11
Non-Gaussian stochastic dynamical model for the El Niño southern oscillation
2022 · L. T. Giorgini, W. Moon, et al. · Physical Review Research · 11
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Stochastic paleoclimatology: Modeling the EPICA ice core climate records
2023 · N. D. B. Keyes, L. T. Giorgini, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 10
Precursors to rare events in stochastic resonance
2020 · L. T. Giorgini, S. H. Lim, et al. · Europhysics Letters (EPL) · 10
Predicting forced responses of probability distributions via the fluctuation–dissipation theorem and generative modeling
2025 · Ludovico T. Giorgini, Fabrizio Falasca, et al. · Proceedings of the National Academy of Sciences · 8
KGMM: A K-means clustering approach to Gaussian mixture modeling for score function estimation
2026 · Ludovico T. Giorgini, Tobias Bischoff, et al. · Physica D Nonlinear Phenomena · 5
Analytical solution of stochastic resonance in the nonadiabatic regime
2021 · Woosok Moon, L. T. Giorgini, et al. · Physical review. E · 5
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Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional N -vector model
2020 · L. T. Giorgini, U. D. Jentschura, et al. · Physical review. D/Physical review. D. · 4
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Correlation functions of the anharmonic oscillator: Numerical verification of two-loop corrections to the large-order behavior
2022 · Ludovico T. Giorgini, Ulrich D. Jentschura, et al. · Physical review. D/Physical review. D. · 3
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Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning
2019 · Soon Hoe Lim, L. T. Giorgini, et al. · arXiv (Cornell University) · 3
Learning dissipation and instability fields from chaotic dynamics
2025 · Ludovico T. Giorgini, Andre N. Souza, et al. · Physica D Nonlinear Phenomena · 2
Learning Dissipation and Instability Fields from Chaotic Dynamics
2025 · Ludovico Theo Giorgini, Andre N. Souza, et al. · SSRN Electronic Journal · 2
Analytical Survival Analysis of the Non-autonomous Ornstein–Uhlenbeck Process
2024 · L. T. Giorgini, W. Moon, et al. · Journal of Statistical Physics · 2
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Score-based modeling of effective Langevin dynamics
2026 · Ludovico Theo Giorgini · Physical review. E · 1
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Instantons in ϕ 4 theories: Transseries, virial theorems, and numerical aspects
2024 · Ludovico T. Giorgini, Ulrich D. Jentschura, et al. · Physical review. D/Physical review. D. · 1
Enhanced and generalized one–step Neville algorithm: Fractional powers and access to the convergence rate
2024 · Ulrich D. Jentschura, Ludovico T. Giorgini · Computer Physics Communications · 1
Predicting Rare Events in Stochastic Resonance
2019 · L. T. Giorgini, Soon Hoe Lim, et al. · arXiv (Cornell University) · 1
Score-based stochastic reduced-order models of barotropic quasi-geostrophic turbulence
2026 · Giorgini, Ludovico Theo · arXiv (Cornell University)
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Integrating score-based generative modeling and neural ODEs for accurate representation of multiscale chaotic dynamics
2026 · Giulio Del Felice, Ludovico Theo Giorgini · Chaos An Interdisciplinary Journal of Nonlinear Science
Conditional Score-Based Modeling of Effective Langevin Dynamics
2026 · Giorgini, Ludovico T. · arXiv (Cornell University)
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Stochastic coupling of climate variables and ice volume over the Late Pleistocene glacial cycles
2026 · Patra, Pijush, Giorgini, Ludovico T., et al. · arXiv (Cornell University)
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Works count: 45
Citation count: 155
H-index: 8
I10-index: 8
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