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Donatello Materassi
Donatello Materassi
Associate Professor, University of Minnesota
Verified email at umn.edu
Title
Cited by
Cited by
Year
Topological identification in networks of dynamical systems
D Materassi, G Innocenti
IEEE Transactions on Automatic Control 55 (8), 1860-1871, 2010
2112010
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
1952012
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
542015
Notions of separation in graphs of dynamical systems
D Materassi, MV Salapaka
IFAC Proceedings Volumes 47 (3), 2341-2346, 2014
482014
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
472019
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
472009
Model identification of a network as compressing sensing
D Materassi, G Innocenti, L Giarré, M Salapaka
Systems & Control Letters 62 (8), 664-672, 2013
452013
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
432012
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
392012
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
332017
Time scaling of chaotic systems: Application to secure communications
D Materassi, M Basso
International Journal of Bifurcation and Chaos 18 (02), 567-575, 2008
302008
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
252017
Optimal selection of observations for identification of multiple modules in dynamic networks
S Jahandari, D Materassi
IEEE Transactions on Automatic Control 67 (9), 4703-4716, 2022
242022
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
232011
Reconstruction of directed acyclic networks of dynamical systems
D Materassi, MV Salapaka
2013 American Control Conference, 4687-4692, 2013
222013
A modeling approach to multivariate analysis and clusterization theory
G Innocenti, D Materassi
Journal of physics A: mathematical and theoretical 41 (20), 205101, 2008
222008
Sufficient and necessary graphical conditions for miso identification in networks with observational data
S Jahandari, D Materassi
IEEE Transactions on Automatic Control 67 (11), 5932-5947, 2021
212021
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
212020
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
192017
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
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