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Lucia Russo
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2020 – today
- 2024
- [j12]Dimitrios G. Patsatzis
, Gianluca Fabiani
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. SIAM J. Sci. Comput. 46(4): 297- (2024) - [i12]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 abs/2403.11591 (2024) - [i11]Alessandro Della Pia, Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos:
Learning the Latent dynamics of Fluid flows from High-Fidelity Numerical Simulations using Parsimonious Diffusion Maps. CoRR abs/2408.02630 (2024) - [i10]Dimitrios G. Patsatzis, Mario di Bernardo, Lucia Russo, Constantinos I. Siettos:
GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws. CoRR abs/2410.22193 (2024) - 2023
- [j11]Dimitrios G. Patsatzis
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach. J. Comput. Phys. 478: 111953 (2023) - [i9]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 abs/2303.13248 (2023) - [i8]Dimitrios G. Patsatzis, Gianluca Fabiani
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. CoRR abs/2309.07946 (2023) - 2022
- [j10]Constantinos I. Siettos
A numerical method for the approximation of stable and unstable manifolds of microscopic simulators. Numer. Algorithms 89(3): 1335-1368 (2022) - [i7]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 abs/2202.00924 (2022) - [i6]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 abs/2203.05337 (2022) - [i5]Dimitrios G. Patsatzis
Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach. CoRR abs/2207.05779 (2022) - 2021
- [j9]Stefano Mazzoleni, Lucia Russo, Francesco Giannino
Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia. J. Comput. Appl. Math. 385: 113194 (2021) - [j8]Gianluca Fabiani
Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machines. J. Sci. Comput. 89(2): 44 (2021) - [i4]Gianluca Fabiani
Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential Equations with Extreme Learning Machines. CoRR abs/2104.06116 (2021) - 2020
- [c2]Francesca Pagliara
Better Deciding Together: Citizens' Trust in Transport and Tourism Public Administration Policies. ICCSA (7) 2020: 115-129
2010 – 2019
- 2019
- [i3]Constantinos I. Siettos, Lucia Russo:
A Numerical Method for the Parametrization of Stable and Unstable Manifolds of Microscopic Simulators. CoRR abs/1909.03241 (2019) - [i2]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 abs/1910.12270 (2019) - 2017
- [c1]Panagiotis Papaioannou, Thomas Dionysopoulos, Lucia Russo, Francesco Giannino
S&P500 Forecasting and trading using convolution analysis of major asset classes. EUSPN/ICTH 2017: 484-489 - 2013
- [i1]Panagiotis Papaioannou, Lucia Russo, George Papaioannou, Constantinos I. Siettos:
Can social microblogging be used to forecast intraday exchange rates? CoRR abs/1310.5306 (2013) - 2012
- [j7]Gaetano Continillo
Parallel tools for the bifurcation analysis of large-scale chemically reactive dynamical systems. Comput. Chem. Eng. 38: 94-105 (2012) - 2010
- [j6]Pietro Altimari
Tailoring the bifurcation Diagram of Nonlinear Dynamical Systems: an Optimization Based Approach. Int. J. Bifurc. Chaos 20(4): 1027-1040 (2010) - [j5]Antonio Brasiello
Complex Dynamics and Chaos in a Hybrid System Modeling a Controlled Reverse Flow Reactor. Int. J. Bifurc. Chaos 20(7): 2097-2108 (2010)
2000 – 2009
- 2008
- [j4]Katarzyna Bizon
On POD reduced models of tubular reactor with periodic regimes. Comput. Chem. Eng. 32(6): 1305-1315 (2008) - 2005
- [j3]Alex Alexandridis
Discussion on: "Power Flow Control of a Doubly-Fed Induction Machine Coupled to a Flywheel". Eur. J. Control 11(3): 222-228 (2005) - 2004
- [j2]Erasmo Mancusi
Computation of frequency locking regions for a discontinuous periodically forced reactor. Comput. Chem. Eng. 28(1-2): 187-194 (2004) - [j1]Lucia Russo
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): 1325-1341 (2004)
Coauthor Index
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