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Donatello Materassi
Donatello Materassi
Associate Professor, University of Minnesota
Adresse e-mail validée de umn.edu
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Topological identification in networks of dynamical systems
D Materassi, G Innocenti
IEEE Transactions on Automatic Control 55 (8), 1860-1871, 2010
2012010
On the problem of reconstructing an unknown topology via locality properties of the wiener filter
D Materassi, MV Salapaka
IEEE transactions on automatic control 57 (7), 1765-1777, 2012
1782012
Identification of network components in presence of unobserved nodes
D Materassi, MV Salapaka
2015 54th IEEE Conference on Decision and Control (CDC), 1563-1568, 2015
482015
Unveiling the connectivity structure of financial networks via high-frequency analysis
D Materassi, G Innocenti
Physica A: Statistical Mechanics and its Applications 388 (18), 3866-3878, 2009
452009
Model identification of a network as compressing sensing
D Materassi, G Innocenti, L Giarré, M Salapaka
Systems & Control Letters 62 (8), 664-672, 2013
432013
Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach
D Materassi, MV Salapaka
IEEE Transactions on Automatic Control 65 (10), 4138-4153, 2019
402019
Detection of steps in single molecule data
T Aggarwal, D Materassi, R Davison, T Hays, M Salapaka
Cellular and molecular bioengineering 5, 14-31, 2012
402012
Network reconstruction of dynamical polytrees with unobserved nodes
D Materassi, MV Salapaka
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 4629-4634, 2012
372012
Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid
S Talukdar, D Deka, D Materassi, M Salapaka
2017 American Control Conference (ACC), 813-818, 2017
302017
Time scaling of chaotic systems: Application to secure communications
D Materassi, M Basso
International Journal of Bifurcation and Chaos 18 (02), 567-575, 2008
282008
Conditions for handling confounding variables in dynamic networks
A Dankers, PMJ Van den Hof, D Materassi, HHM Weerts
IFAC-PapersOnLine 50 (1), 3983-3988, 2017
232017
Relations between structure and estimators in networks of dynamical systems
D Materassi, MV Salapaka, L Giarrè
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
222011
Reconstruction of directed acyclic networks of dynamical systems
D Materassi, MV Salapaka
2013 American Control Conference, 4687-4692, 2013
212013
A modeling approach to multivariate analysis and clusterization theory
G Innocenti, D Materassi
Journal of physics A: mathematical and theoretical 41 (20), 205101, 2008
212008
Robust and optimal consumption policies for deadline-constrained deferrable loads
M Roozbehani, D Materassi, MI Ohannessian, MA Dahleh
IEEE Transactions on Smart Grid 5 (4), 1823-1834, 2014
192014
A generalized Zames-Falb multiplier
D Materassi, MV Salapaka
IEEE Transactions on Automatic Control 56 (6), 1432-1436, 2011
182011
Reduced complexity models in the identification of dynamical networks: links with sparsification problems
D Materassi, G Innocenti, L Giarré
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held …, 2009
172009
Physics informed topology learning in networks of linear dynamical systems
S Talukdar, D Deka, H Doddi, D Materassi, M Chertkov, MV Salapaka
Automatica 112, 108705, 2020
162020
Blind learning of tree network topologies in the presence of hidden nodes
F Sepehr, D Materassi
IEEE Transactions on Automatic Control 65 (3), 1014-1028, 2019
162019
Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations
M Dimovska, D Materassi
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5268-5273, 2017
162017
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