Lucia Russo
Orcid: 0000-0002-0508-3939
According to our database1,
Lucia Russo
authored at least 24 papers
between 2004 and 2024.
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Bibliography
2024
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning.
SIAM J. Sci. Comput., 2024
Slow Invariant Manifolds of Fast-Slow Systems of ODEs with Physics-Informed Neural Networks.
SIAM J. Appl. Dyn. Syst., 2024
GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws.
CoRR, 2024
Learning the Latent dynamics of Fluid flows from High-Fidelity Numerical Simulations using Parsimonious Diffusion Maps.
CoRR, 2024
A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs.
CoRR, 2024
2023
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach.
J. Comput. Phys., April, 2023
Numerical Bifurcation Analysis of Turing and Symmetry Broken Patterns of a Vegetation PDE Model.
CoRR, 2023
2022
A numerical method for the approximation of stable and unstable manifolds of microscopic simulators.
Numer. Algorithms, 2022
Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs.
CoRR, 2022
Designing Social Distancing Policies for the COVID-19 Pandemic: A probabilistic model predictive control approach.
CoRR, 2022
2021
Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines.
J. Sci. Comput., 2021
Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia.
J. Comput. Appl. Math., 2021
2020
Better Deciding Together: Citizens' Trust in Transport and Tourism Public Administration Policies.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
2019
Analytical and Numerical Bifurcation Analysis of a Forest-Grassland Ecosystem Model with Human Interaction.
CoRR, 2019
A Numerical Method for the Parametrization of Stable and Unstable Manifolds of Microscopic Simulators.
CoRR, 2019
2017
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017
2013
2012
Parallel tools for the bifurcation analysis of large-scale chemically reactive dynamical systems.
Comput. Chem. Eng., 2012
2010
Complex Dynamics and Chaos in a Hybrid System Modeling a Controlled Reverse Flow Reactor.
Int. J. Bifurc. Chaos, 2010
Tailoring the bifurcation Diagram of Nonlinear Dynamical Systems: an Optimization Based Approach.
Int. J. Bifurc. Chaos, 2010
2008
Comput. Chem. Eng., 2008
2005
Discussion on: "Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel".
Eur. J. Control, 2005
2004
Nonlinear Analysis of a Network of Three Continuous Stirred Tank Reactors with Periodic Feed Switching: Symmetry and Symmetry-Breaking.
Int. J. Bifurc. Chaos, 2004
Computation of frequency locking regions for a discontinuous periodically forced reactor.
Comput. Chem. Eng., 2004