Donatello Materassi

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 45

Top Topics

Fully Observable

Dynamic Systems

Top Venues

IEEE Trans. Autom. Control.

Publications

Donatello Materassi
Connecting graphical notions of separation and statistical notions of independence for topology reconstruction. CDC (2023)
Darya Biparva, Donatello Materassi
Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems. ACC (2023)
Sina Jahandari, Donatello Materassi
How Can We Be Robust Against Graph Uncertainties? ACC (2023)
Sina Jahandari, Donatello Materassi
Sufficient and Necessary Graphical Conditions for MISO Identification in Networks With Observational Data. IEEE Trans. Autom. Control. 67 (11) (2022)
Darya Biparva, Donatello Materassi
Score-and-search methods for the recovery of structure in networks of dynamic systems. CDC (2022)
Sina Jahandari, Donatello Materassi
Optimal Selection of Observations for Identification of Multiple Modules in Dynamic Networks. IEEE Trans. Autom. Control. 67 (9) (2022)
Mihaela Dimovska, Donatello Materassi
Granger-Faithfulness and Link Orientation in Network Reconstruction. IEEE Trans. Control. Netw. Syst. 9 (1) (2022)
Mihaela Dimovska, Donatello Materassi
A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs. IEEE Trans. Autom. Control. 66 (2) (2021)
Firoozeh Sepehr, Donatello Materassi
Noninvasive Approximation of Linear Dynamic System Networks Using Polytrees. IEEE Trans. Control. Netw. Syst. 8 (3) (2021)
Sina Jahandari, Donatello Materassi
Optimal Observations for Identification of a Single Transfer Function in Acyclic Networks. CDC (2021)
Mihaela Dimovska, Donatello Materassi
Granger-faithfulness and link orientation in network reconstruction. CoRR (2020)
Mihaela Dimovska, Donatello Materassi
An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness. CoRR (2020)
Donatello Materassi, Murti V. Salapaka
Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach. IEEE Trans. Autom. Control. 65 (10) (2020)
Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Michael Chertkov, Murti V. Salapaka
Physics informed topology learning in networks of linear dynamical systems. Autom. 112 (2020)
Firoozeh Sepehr, Donatello Materassi
Blind Learning of Tree Network Topologies in the Presence of Hidden Nodes. IEEE Trans. Autom. Control. 65 (3) (2020)
Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio
Revisiting Kalman and Aizerman Conjectures via a Graphical Interpretation. IEEE Trans. Autom. Control. 64 (2) (2019)
Firoozeh Sepehr, Donatello Materassi
An Algorithm to Learn Polytree Networks with Hidden Nodes. NeurIPS (2019)
Donatello Materassi, Murti V. Salapaka
Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach. CoRR (2019)
Mihaela Dimovska, Donatello Materassi
A brief explanation of the issue of faithfulness and link orientation in network reconstruction. ACC (2019)
Ava Hedayatipour, Kendra Anderson, Shaghayegh Aslanzadeh, Daniel Brown, Donatello Materassi, Nicole McFarlane
A Temperature Sensing System With Encrypted Readout Using Analog Circuits. MWSCAS (2019)
Sina Jahandari, Donatello Materassi
Identification of Dynamical Strictly Causal Networks. CDC (2018)
Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Misha Chertkov, Murti V. Salapaka
Physics Informed Topology Learning in Networks of Linear Dynamical Systems. CoRR (2018)
Daniel Brown, Ava Hedayatipour, Md. Badruddoja Majumder, Garrett S. Rose, Nicole McFarlane, Donatello Materassi
Practical realisation of a return map immune Lorenz-based chaotic stream cipher in circuitry. IET Comput. Digit. Tech. 12 (6) (2018)
John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli
Inferring link changes in dynamic networks through power spectral density variations. Allerton (2017)
Mihaela Dimovska, Donatello Materassi
Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations. CDC (2017)
John A. W. B. Costanzo, Donatello Materassi, Bruno Sinopoli
Using Viterbi and Kalman to detect topological changes in dynamic networks. ACC (2017)
Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka
Learning the exact topology of undirected consensus networks. CDC (2017)
Taher Naderi, Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Murti V. Salapaka
Revisiting Kalman and Aizerman conjectures. CDC (2017)
Saajid Haque, Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
An efficient partial-order representation of feasible schedules for online decisions. CDC (2017)
Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka
Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid. ACC (2017)
Saurav Talukdar, Deepjyoti Deka, Donatello Materassi, Murti V. Salapaka
Exact Topology Reconstruction of Radial Dynamical Systems with Applications to Distribution System of the Power Grid. CoRR (2017)
Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka
Learning the Exact Topology of Undirected Consensus Networks. CoRR (2017)
Sina Jahandari, Donatello Materassi
Analysis and compensation of asynchronous stock time series. ACC (2017)
B. Ross Barmish, Scott Condie, Donatello Materassi, James A. Primbs, Sean Warnick
On NASDAQ Order Book dynamics: New problems for the control field. ACC (2016)
Donatello Materassi
Reconstructing tree structures of dynamic systems with hidden nodes under nonlinear dynamics. MED (2016)
Donatello Materassi, Murti V. Salapaka
Reconstruction of Directed Acyclic Graphs and fundamental limitations. ACC (2016)
Shreyas Bhaban, Donatello Materassi, Mingang Li, Thomas Hays, Murti V. Salapaka
Interrogating Emergent Transport Properties for Molecular Motor Ensembles: A Semi-analytical Approach. PLoS Comput. Biol. 12 (11) (2016)
Donatello Materassi, Murti V. Salapaka
Partially observable networks with polytree structure. ACC (2016)
Donatello Materassi, Murti V. Salapaka
Methods for network identification robust with respect to uncertainties in a topology. ACC (2016)
Donatello Materassi, Murti V. Salapaka
Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems. ACC (2016)
Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh
Demand response estimation based on aggregate data from heterogeneous users. MED (2016)
Firoozeh Sepehr, Donatello Materassi
Inferring the structure of polytree networks of dynamic systems with hidden nodes. CDC (2016)
Saurav Talukdar, Shreyas Bhaban, Donatello Materassi, Murti V. Salapaka
Steady state dynamics of molecular motors reveals load dependent cooperativity. CDC (2016)
Donatello Materassi, Murti V. Salapaka
Fully observable networks with polytree structure. ACC (2016)
Donatello Materassi, Murti V. Salapaka
Links between notions of separation in graphs and observable statistics in networks of dynamic systems. ACC (2016)
Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing. IEEE Trans. Smart Grid 6 (4) (2015)
Saurav Talukdar, Mangal Prakash, Donatello Materassi, Murti V. Salapaka
Reconstruction of networks of cyclostationary processes. CDC (2015)
Donatello Materassi, Murti V. Salapaka
An algorithmic approach for lessening conservativeness of criteria determining absolute stability. MED (2015)
Donatello Materassi, Murti V. Salapaka
Identification of network components in presence of unobserved nodes. CDC (2015)
Mesrob I. Ohannessian, Mardavij Roozbehani, Donatello Materassi, Munther A. Dahleh
Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies. ACC (2014)
Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
Deferrable loads in energy markets: Optimal consumption policies. ACC (2014)
Mardavij Roozbehani, Donatello Materassi, Mesrob I. Ohannessian, Munther A. Dahleh
Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads. IEEE Trans. Smart Grid 5 (4) (2014)
Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
Deferrable loads in an energy market: Coordination under congestion constraints. MED (2014)
Donatello Materassi, Murti V. Salapaka
Reconstruction of directed acyclic networks of dynamical systems. ACC (2013)
Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka
Model identification of a network as compressing sensing. Syst. Control. Lett. 62 (8) (2013)
Giacomo Innocenti, Donatello Materassi
Modeling the topology of a dynamical network via Wiener filtering approach. Autom. 48 (5) (2012)
Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh
Equilibrium price distributions in energy markets with shiftable demand. CDC (2012)
Donatello Materassi, Murti V. Salapaka
On the Problem of Reconstructing an Unknown Topology via Locality Properties of the Wiener Filter. IEEE Trans. Autom. Control. 57 (7) (2012)
Donatello Materassi, Murti V. Salapaka
Network reconstruction of dynamical polytrees with unobserved nodes. CDC (2012)
Donatello Materassi, Murti V. Salapaka
Causal and non-causal filtering for network reconstruction. ACC (2011)
Donatello Materassi, Murti V. Salapaka, Laura Giarré
Relations between structure and estimators in networks of dynamical systems. CDC/ECC (2011)
Donatello Materassi, Murti V. Salapaka
A generalized Zames-Falb multiplier. ACC (2011)
Donatello Materassi, Giacomo Innocenti, Laura Giarré, Murti V. Salapaka
Model Identification of a Network as Compressing Sensing CoRR (2011)
Donatello Materassi
Reconstruction of topologies for acyclic networks of dynamical systems. ACC (2011)
Donatello Materassi, Murti V. Salapaka
A Generalized Zames-Falb Multiplier. IEEE Trans. Autom. Control. 56 (6) (2011)
Donatello Materassi, Murti V. Salapaka
On the problem of reconstructing an unknown topology. ACC (2010)
Donatello Materassi, Giacomo Innocenti
Topological Identification in Networks of Dynamical Systems. IEEE Trans. Autom. Control. 55 (8) (2010)
Donatello Materassi, Murti V. Salapaka
Less conservative absolute stability criteria using Integral Quadratic Constraints. ACC (2009)
Donatello Materassi, Giacomo Innocenti, Laura Giarré
Reduced complexity models in the identification of dynamical networks: Links with sparsification problems. CDC (2009)
Donatello Materassi, Murti V. Salapaka
Attraction domain estimates combining lyapunov functions. ACC (2009)
Donatello Materassi, Giacomo Innocenti
Topological identification in networks of dynamical systems. CDC (2008)
Donatello Materassi, Michele Basso
Time Scaling of Chaotic Systems: Application to Secure Communications. Int. J. Bifurc. Chaos 18 (2) (2008)
Donatello Materassi, Michele Basso
Time Scaling Transformation in Dynamical Systems and an Application to Chaos Communications. ACC (2007)
Donatello Materassi, Giacomo Innocenti, Roberto Genesio, Michele Basso
A composite circle criterion. CDC (2007)
Michele Basso, Donatello Materassi
Discussion on: "Digital Control of Interferometric Metrology Lines". Eur. J. Control 13 (4) (2007)
Donatello Materassi, Murti V. Salapaka, M. Basso
A less conservative circle criterion. ACC (2006)
Donatello Materassi, Murti V. Salapaka, Michele Basso
Identification of Interaction Potentials in Dynamic Mode Atomic Force Microscopy. CDC (2006)
Donatello Materassi, Murti V. Salapaka, Michele Basso
Harmonic Bounds in Atomic Force Microscopy. CDC/ECC (2005)
Donatello Materassi, Michele Basso, Roberto Genesio
Frequency analysis of atomic force microscopes with repulsive-attractive interaction potentials. CDC (2004)
Donatello Materassi, Michele Basso, Roberto Genesio
A model for impact dynamics and its application to frequency analysis of tapping-mode atomic force microscopes. CDC (2003)