Lucia Russo

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Numerical Solution

Conceptual Schemas

Partial Differential Equations

Predictive Control

Top Venues

J. Comput. Phys.

Publications

Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. SIAM J. Sci. Comput. 46 (4) (2024)
Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos
A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs. CoRR (2024)
Konstantinos G. Spiliotis, Lucia Russo, Francesco Giannino, Constantinos I. Siettos
Numerical Bifurcation Analysis of Turing and Symmetry Broken Patterns of a Vegetation PDE Model. CoRR (2023)
Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. CoRR (2023)
Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach. J. Comput. Phys. 478 (2023)
Constantinos I. Siettos, Lucia Russo
A numerical method for the approximation of stable and unstable manifolds of microscopic simulators. Numer. Algorithms 89 (3) (2022)
Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach. CoRR (2022)
Gianluca Fabiani, Evangelos Galaris, Lucia Russo, Constantinos I. Siettos
Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs. CoRR (2022)
Antonis Armaou, Bryce Katch, Lucia Russo, Constantinos I. Siettos
Designing Social Distancing Policies for the COVID-19 Pandemic: A probabilistic model predictive control approach. CoRR (2022)
Gianluca Fabiani, Francesco Calabrò, Lucia Russo, Constantinos I. Siettos
Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines. J. Sci. Comput. 89 (2) (2021)
Stefano Mazzoleni, Lucia Russo, Francesco Giannino, Gerardo Toraldo, Constantinos I. Siettos
Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia. J. Comput. Appl. Math. 385 (2021)
Gianluca Fabiani, Francesco Calabrò, Lucia Russo, Constantinos I. Siettos
Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential Equations with Extreme Learning Machines. CoRR (2021)
Francesca Pagliara, Lucia Russo
Better Deciding Together: Citizens' Trust in Transport and Tourism Public Administration Policies. ICCSA (7) (2020)
Konstantinos G. Spiliotis, Lucia Russo, Francesco Giannino, Constantinos I. Siettos
Analytical and Numerical Bifurcation Analysis of a Forest-Grassland Ecosystem Model with Human Interaction. CoRR (2019)
Constantinos I. Siettos, Lucia Russo
A Numerical Method for the Parametrization of Stable and Unstable Manifolds of Microscopic Simulators. CoRR (2019)
Panagiotis Papaioannou, Thomas Dionysopoulos, Lucia Russo, Francesco Giannino, Dietmar Janetzko, Constantinos I. Siettos
S&P500 Forecasting and trading using convolution analysis of major asset classes. EUSPN/ICTH (2017)
Panagiotis Papaioannou, Lucia Russo, George Papaioannou, Constantinos I. Siettos
Can social microblogging be used to forecast intraday exchange rates? CoRR (2013)
Gaetano Continillo, Artur Grabski, Erasmo Mancusi, Lucia Russo
Parallel tools for the bifurcation analysis of large-scale chemically reactive dynamical systems. Comput. Chem. Eng. 38 (2012)
Antonio Brasiello, Erasmo Mancusi, Lucia Russo, Silvestro Crescitelli
Complex Dynamics and Chaos in a Hybrid System Modeling a Controlled Reverse Flow Reactor. Int. J. Bifurc. Chaos 20 (7) (2010)
Pietro Altimari, Erasmo Mancusi, Mario di Bernardo, Lucia Russo, Silvestro Crescitelli
Tailoring the bifurcation Diagram of Nonlinear Dynamical Systems: an Optimization Based Approach. Int. J. Bifurc. Chaos 20 (4) (2010)
Katarzyna Bizon, Gaetano Continillo, Lucia Russo, Joanna Smula
On POD reduced models of tubular reactor with periodic regimes. Comput. Chem. Eng. 32 (6) (2008)
Alex Alexandridis, Lucia Russo, Constantinos I. Siettos
Discussion on: "Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel". Eur. J. Control 11 (3) (2005)
Lucia Russo, Silvestro Crescitelli, Erasmo Mancusi, Pier Luca Maffettone
Nonlinear Analysis of a Network of Three Continuous Stirred Tank Reactors with Periodic Feed Switching: Symmetry and Symmetry-Breaking. Int. J. Bifurc. Chaos 14 (4) (2004)
Erasmo Mancusi, Lucia Russo, Gaetano Continillo, Silvestro Crescitelli
Computation of frequency locking regions for a discontinuous periodically forced reactor. Comput. Chem. Eng. 28 (1-2) (2004)