Lucia Russo - RankMe

32 papers Journal 30Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RANDSMAPs: Random-Feature/multi-Scale Neural Decoders with Mass Preservation. CoRR Dimitrios G. Patsatzis, Alessandro Della Pia, Lucia Russo, Constantinos I. Siettos
2025	J	`jnl`	GoRINNs: Godunov-Riemann informed neural networks for learning hyperbolic conservation laws. J. Comput. Phys. Dimitrios G. Patsatzis, Mario di Bernardo, Lucia Russo, Constantinos I. Siettos
2025	J	`jnl`	Next Generation Equation-Free Multiscale Modelling of Crowd Dynamics via Machine Learning. CoRR Hector Vargas Alvarez, Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
2025	J	`jnl`	PDE-Free Mass-Constrained Learning of Complex Systems with Hidden States: The crowd dynamics case. CoRR Gianmaria Viola, Alessandro Della Pia, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
2025	J	`jnl`	Surrogate normal-forms for the numerical bifurcation and stability analysis of navier-stokes flows via machine learning. CoRR Alessandro Della Pia, Dimitrios G. Patsatzis, Gianluigi Rozza, Lucia Russo, Constantinos I. Siettos
2024	J	`jnl`	A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs. CoRR Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos
2024	J	`jnl`	GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws. CoRR Dimitrios G. Patsatzis, Mario di Bernardo, Lucia Russo, Constantinos I. Siettos
2024	J	`jnl`	Learning the Latent dynamics of Fluid flows from High-Fidelity Numerical Simulations using Parsimonious Diffusion Maps. CoRR Alessandro Della Pia, Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos
2024	J	`jnl`	Slow Invariant Manifolds of Fast-Slow Systems of ODEs with Physics-Informed Neural Networks. SIAM J. Appl. Dyn. Syst. Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos
2024	J	`jnl`	Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. SIAM J. Sci. Comput. Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
2023	J	`jnl`	Data-driven control of agent-based models: An Equation/Variable-free machine learning approach. J. Comput. Phys. Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
2023	J	`jnl`	Numerical Bifurcation Analysis of Turing and Symmetry Broken Patterns of a Vegetation PDE Model. CoRR Konstantinos G. Spiliotis, Lucia Russo, Francesco Giannino, Constantinos I. Siettos
2023	J	`jnl`	Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. CoRR Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
2022	J	`jnl`	A numerical method for the approximation of stable and unstable manifolds of microscopic simulators. Numer. Algorithms Constantinos I. Siettos, Lucia Russo
2022	J	`jnl`	Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach. CoRR Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
2022	J	`jnl`	Designing Social Distancing Policies for the COVID-19 Pandemic: A probabilistic model predictive control approach. CoRR Antonis Armaou, Bryce Katch, Lucia Russo, Constantinos I. Siettos
2022	J	`jnl`	Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs. CoRR Gianluca Fabiani, Evangelos Galaris, Lucia Russo, Constantinos I. Siettos
2021	J	`jnl`	Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia. J. Comput. Appl. Math. Stefano Mazzoleni, Lucia Russo, Francesco Giannino, Gerardo Toraldo, Constantinos I. Siettos
2021	J	`jnl`	Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential Equations with Extreme Learning Machines. CoRR Gianluca Fabiani, Francesco Calabrò, Lucia Russo, Constantinos I. Siettos
2021	J	`jnl`	Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines. J. Sci. Comput. Gianluca Fabiani, Francesco Calabrò, Lucia Russo, Constantinos I. Siettos
2020	—	`conf`	Better Deciding Together: Citizens' Trust in Transport and Tourism Public Administration Policies. ICCSA (7) Francesca Pagliara, Lucia Russo
2019	J	`jnl`	A Numerical Method for the Parametrization of Stable and Unstable Manifolds of Microscopic Simulators. CoRR Constantinos I. Siettos, Lucia Russo
2019	J	`jnl`	Analytical and Numerical Bifurcation Analysis of a Forest-Grassland Ecosystem Model with Human Interaction. CoRR Konstantinos G. Spiliotis, Lucia Russo, Francesco Giannino, Constantinos I. Siettos
2017	—	`conf`	S&P500 Forecasting and trading using convolution analysis of major asset classes. EUSPN/ICTH Panagiotis Papaioannou, Thomas Dionysopoulos, Lucia Russo, Francesco Giannino, Dietmar Janetzko, Constantinos I. Siettos
2013	J	`jnl`	Can social microblogging be used to forecast intraday exchange rates? CoRR Panagiotis Papaioannou, Lucia Russo, George Papaioannou, Constantinos I. Siettos
2012	J	`jnl`	Parallel tools for the bifurcation analysis of large-scale chemically reactive dynamical systems. Comput. Chem. Eng. Gaetano Continillo, Artur Grabski, Erasmo Mancusi, Lucia Russo
2010	J	`jnl`	Complex Dynamics and Chaos in a Hybrid System Modeling a Controlled Reverse Flow Reactor. Int. J. Bifurc. Chaos Antonio Brasiello, Erasmo Mancusi, Lucia Russo, Silvestro Crescitelli
2010	J	`jnl`	Tailoring the bifurcation Diagram of Nonlinear Dynamical Systems: an Optimization Based Approach. Int. J. Bifurc. Chaos Pietro Altimari, Erasmo Mancusi, Mario di Bernardo, Lucia Russo, Silvestro Crescitelli
2008	J	`jnl`	On POD reduced models of tubular reactor with periodic regimes. Comput. Chem. Eng. Katarzyna Bizon, Gaetano Continillo, Lucia Russo, Joanna Smula
2005	J	`jnl`	Discussion on: "Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel". Eur. J. Control Alex Alexandridis, Lucia Russo, Constantinos I. Siettos
2004	J	`jnl`	Computation of frequency locking regions for a discontinuous periodically forced reactor. Comput. Chem. Eng. Erasmo Mancusi, Lucia Russo, Gaetano Continillo, Silvestro Crescitelli
2004	J	`jnl`	Nonlinear Analysis of a Network of Three Continuous Stirred Tank Reactors with Periodic Feed Switching: Symmetry and Symmetry-Breaking. Int. J. Bifurc. Chaos Lucia Russo, Silvestro Crescitelli, Erasmo Mancusi, Pier Luca Maffettone