RUSSO, LUCIA
RUSSO, LUCIA
Istituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili - STEMS - Sede Secondaria Napoli
Learning the latent dynamics of fluid flows from high-fidelity numerical simulations using parsimonious diffusion maps
2024 Della Pia, A.; Patsatzis, D. G.; Russo, L.; Siettos, C.
Slow Invariant Manifolds of Fast-Slow Systems of ODEs with Physics-Informed Neural Networks
2024 Patsatzis, D. G.; Russo, L.; Siettos, C.
SLOW INVARIANT MANIFOLDS OF SINGULARLY PERTURBED SYSTEMS VIA PHYSICS-INFORMED MACHINE LEARNING
2024 Patsatzis, D.; Fabiani, G.; Russo, L.; Siettos, C.; Patsatzis, D.; Fabiani, G.; Russo, L.; Siettos, C.
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach
2023 Patsatzis, D. G.; Russo, L.; Kevrekidis, I. G.; Siettos, C.
Human behavioral crowds review, critical analysis and research perspectives
2023 Bellomo, N.; Liao, J.; Quaini, A.; Russo, L.; Siettos, C.
Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEs
2023 Fabiani, G.; Galaris, E.; Russo, L.; Siettos, C.
A numerical method for the approximation of stable and unstable manifolds of microscopic simulators
2022 Siettos, C.; Russo, L.
Designing social distancing policies for the COVID-19 pandemic: A probabilistic model predictive control approach
2022 Armaou, A.; Katch, B.; Russo, L.; Siettos, C.
Analytical and numerical bifurcation analysis of a forest ecosystem model with human interaction
2021 Spiliotis, K.; Russo, L.; Giannino, F.; Siettos, C.
Lessons from the devastating impact of the first COVID-19 wave in Italy
2021 Anastassopoulou, C.; Siettos, C.; Russo, L.; Vrioni, G.; Tsakris, A.
Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia
2021 Mazzoleni, S.; Russo, L.; Giannino, F.; Toraldo, G.; Siettos, C.
Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines
2021 Fabiani, G.; Calabro, F.; Russo, L.; Siettos, C.
Data-based analysis, modelling and forecasting of the COVID-19 outbreak
2020 Anastassopoulou, C.; Russo, L.; Tsakris, A.; Siettos, C.
Tracing day-zero and forecasting the COVID-19 outbreak in Lombardy, Italy: A compartmental modelling and numerical optimization approach
2020 Russo, L.; Anastassopoulou, C.; Tsakris, A.; Bifulco, G. N.; Campana, E. F.; Toraldo, G.; Siettos, C.
Bautin bifurcations in a forest-grassland ecosystem with human-environment interactions
2019 Russo, L; Spiliotis, K; Giannino, F; Mazzoleni, S; Siettos, C
A class of universal approximators of real continuous functions revisited
2018 Siettos, Constantinos; Giannino, Francesco; Russo, Lucia; Cuomo, Salvatore
A minimal model for the vegetation combustion in wildfire simulators
2018 Giannino, F; Russo, L; Sirignano, M; Di Fonzo, M; Rego, F
Analysis of catastrophic shifts between different moving vegetation patterns
2018 De Gennaro S.; Russo L.; Giannino F.; Maffettone P.L.; Mazzoleni S.; Siettos C.
Analytical and numerical bifurcation analysis of dislocation pattern formation of the Walgraef-Aifantis model
2018 Spiliotis Konstantinos, G; Russo, Lucia; Siettos, Constantinos; Aifantis Elias, C
FROM GRADUAL CHANGES TO CATASTROPHIC SHIFTS IN ECOSYSTEMS WITH HUMAN INTERACTION
2018 Russo, Lucia