Donatello Materassi

Orcid: 0000-0002-4736-8377

According to our database1, Donatello Materassi authored at least 72 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Connecting graphical notions of separation and statistical notions of independence for topology reconstruction.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

How Can We Be Robust Against Graph Uncertainties?
Proceedings of the American Control Conference, 2023

Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems.
Proceedings of the American Control Conference, 2023

2022
Granger-Faithfulness and Link Orientation in Network Reconstruction.
IEEE Trans. Control. Netw. Syst., 2022

Sufficient and Necessary Graphical Conditions for MISO Identification in Networks With Observational Data.
IEEE Trans. Autom. Control., 2022

Optimal Selection of Observations for Identification of Multiple Modules in Dynamic Networks.
IEEE Trans. Autom. Control., 2022

Score-and-search methods for the recovery of structure in networks of dynamic systems.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Noninvasive Approximation of Linear Dynamic System Networks Using Polytrees.
IEEE Trans. Control. Netw. Syst., 2021

A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs.
IEEE Trans. Autom. Control., 2021

Optimal Observations for Identification of a Single Transfer Function in Acyclic Networks.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Blind Learning of Tree Network Topologies in the Presence of Hidden Nodes.
IEEE Trans. Autom. Control., 2020

Signal Selection for Estimation and Identification in Networks of Dynamic Systems: A Graphical Model Approach.
IEEE Trans. Autom. Control., 2020

An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness.
CoRR, 2020

Physics informed topology learning in networks of linear dynamical systems.
Autom., 2020

2019
Revisiting Kalman and Aizerman Conjectures via a Graphical Interpretation.
IEEE Trans. Autom. Control., 2019

An Algorithm to Learn Polytree Networks with Hidden Nodes.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Temperature Sensing System With Encrypted Readout Using Analog Circuits.
Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

A brief explanation of the issue of faithfulness and link orientation in network reconstruction.
Proceedings of the 2019 American Control Conference, 2019

2018
Practical realisation of a return map immune Lorenz-based chaotic stream cipher in circuitry.
IET Comput. Digit. Tech., 2018

Identification of Dynamical Strictly Causal Networks.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Learning the exact topology of undirected consensus networks.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Revisiting Kalman and Aizerman conjectures.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

An efficient partial-order representation of feasible schedules for online decisions.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid.
Proceedings of the 2017 American Control Conference, 2017

Analysis and compensation of asynchronous stock time series.
Proceedings of the 2017 American Control Conference, 2017

Using Viterbi and Kalman to detect topological changes in dynamic networks.
Proceedings of the 2017 American Control Conference, 2017

Inferring link changes in dynamic networks through power spectral density variations.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Interrogating Emergent Transport Properties for Molecular Motor Ensembles: A Semi-analytical Approach.
PLoS Comput. Biol., 2016

Demand response estimation based on aggregate data from heterogeneous users.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Reconstructing tree structures of dynamic systems with hidden nodes under nonlinear dynamics.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Steady state dynamics of molecular motors reveals load dependent cooperativity.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Inferring the structure of polytree networks of dynamic systems with hidden nodes.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Methods for network identification robust with respect to uncertainties in a topology.
Proceedings of the 2016 American Control Conference, 2016

Reconstruction of Directed Acyclic Graphs and fundamental limitations.
Proceedings of the 2016 American Control Conference, 2016

Links between notions of separation in graphs and observable statistics in networks of dynamic systems.
Proceedings of the 2016 American Control Conference, 2016

Partially observable networks with polytree structure.
Proceedings of the 2016 American Control Conference, 2016

Fully observable networks with polytree structure.
Proceedings of the 2016 American Control Conference, 2016

Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems.
Proceedings of the 2016 American Control Conference, 2016

On NASDAQ Order Book dynamics: New problems for the control field.
Proceedings of the 2016 American Control Conference, 2016

2015
Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing.
IEEE Trans. Smart Grid, 2015

An algorithmic approach for lessening conservativeness of criteria determining absolute stability.
Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

Reconstruction of networks of cyclostationary processes.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Identification of network components in presence of unobserved nodes.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads.
IEEE Trans. Smart Grid, 2014

Deferrable loads in an energy market: Coordination under congestion constraints.
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014

Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies.
Proceedings of the American Control Conference, 2014

Deferrable loads in energy markets: Optimal consumption policies.
Proceedings of the American Control Conference, 2014

2013
Model identification of a network as compressing sensing.
Syst. Control. Lett., 2013

Reconstruction of directed acyclic networks of dynamical systems.
Proceedings of the American Control Conference, 2013

2012
On the Problem of Reconstructing an Unknown Topology via Locality Properties of the Wiener Filter.
IEEE Trans. Autom. Control., 2012

Modeling the topology of a dynamical network via Wiener filtering approach.
Autom., 2012

Network reconstruction of dynamical polytrees with unobserved nodes.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Equilibrium price distributions in energy markets with shiftable demand.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
A Generalized Zames-Falb Multiplier.
IEEE Trans. Autom. Control., 2011

Relations between structure and estimators in networks of dynamical systems.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Causal and non-causal filtering for network reconstruction.
Proceedings of the American Control Conference, 2011

Reconstruction of topologies for acyclic networks of dynamical systems.
Proceedings of the American Control Conference, 2011

2010
Topological Identification in Networks of Dynamical Systems.
IEEE Trans. Autom. Control., 2010

On the problem of reconstructing an unknown topology.
Proceedings of the American Control Conference, 2010

2009
Reduced complexity models in the identification of dynamical networks: Links with sparsification problems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Attraction domain estimates combining lyapunov functions.
Proceedings of the American Control Conference, 2009

Less conservative absolute stability criteria using Integral Quadratic Constraints.
Proceedings of the American Control Conference, 2009

2008
Time Scaling of Chaotic Systems: Application to Secure Communications.
Int. J. Bifurc. Chaos, 2008

2007
Discussion on: "Digital Control of Interferometric Metrology Lines".
Eur. J. Control, 2007

A composite circle criterion.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Time Scaling Transformation in Dynamical Systems and an Application to Chaos Communications.
Proceedings of the American Control Conference, 2007

2006
Identification of Interaction Potentials in Dynamic Mode Atomic Force Microscopy.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

A less conservative circle criterion.
Proceedings of the American Control Conference, 2006

2005
Harmonic Bounds in Atomic Force Microscopy.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Frequency analysis of atomic force microscopes with repulsive-attractive interaction potentials.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
A model for impact dynamics and its application to frequency analysis of tapping-mode atomic force microscopes.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003


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