Alessandro Chiuso

Alessandro Chiuso

Università degli Studi di Padova

H-index: 40

Europe-Italy

About Alessandro Chiuso

Alessandro Chiuso, With an exceptional h-index of 40 and a recent h-index of 25 (since 2020), a distinguished researcher at Università degli Studi di Padova, specializes in the field of Data Driven Control, System Identification, Machine Learning, Dynamic Networks, Estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Macroscale coupling between structural and effective connectivity in the mouse brain

Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR

Controlling target brain regions by optimal selection of input nodes

Single region contribution to the brain dynamic (in) stability

Assessing the relationship between hemodynamic alterations and [18F] FDG PET microparameters in brain gliomas

Dynamic Brain Networks with Prescribed Functional Connectivity

Uncertainty-aware data-driven predictive control in a stochastic setting

Assessing the impact of brain gliomas on effective connectivity gradients

Alessandro Chiuso Information

University

Position

Professor of Automatic Control

Citations(all)

7995

Citations(since 2020)

2195

Cited By

6565

hIndex(all)

40

hIndex(since 2020)

25

i10Index(all)

105

i10Index(since 2020)

51

Email

University Profile Page

Università degli Studi di Padova

Google Scholar

View Google Scholar Profile

Alessandro Chiuso Skills & Research Interests

Data Driven Control

System Identification

Machine Learning

Dynamic Networks

Estimation

Top articles of Alessandro Chiuso

Title

Journal

Author(s)

Publication Date

Macroscale coupling between structural and effective connectivity in the mouse brain

Scientific Reports

Danilo Benozzo

Giorgia Baron

Ludovico Coletta

Alessandro Chiuso

Alessandro Gozzi

...

2024/2/7

Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR

arXiv preprint arXiv:2401.14871

Feiran Zhao

Florian Dörfler

Alessandro Chiuso

Keyou You

2024/1/26

Controlling target brain regions by optimal selection of input nodes

PLOS Computational Biology

Karan Kabbur Hanumanthappa Manjunatha

Giorgia Baron

Danilo Benozzo

Erica Silvestri

Maurizio Corbetta

...

2024/1/12

Single region contribution to the brain dynamic (in) stability

D Benozzo

G Baron

G Baggio

A Gozzi

M Corbetta

...

2023

Assessing the relationship between hemodynamic alterations and [18F] FDG PET microparameters in brain gliomas

JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM

Pagnin Giulia

Giorgia Baron

E Silvestri

Alessandro Chiuso

D Cecchin

...

2023

Dynamic Brain Networks with Prescribed Functional Connectivity

Umberto Casti

Giacomo Baggio

Danilo Benozzo

Sandro Zampieri

Alessandra Bertoldo

...

2023/12/13

Uncertainty-aware data-driven predictive control in a stochastic setting

IFAC-PapersOnLine

Valentina Breschi

Marco Fabris

Simone Formentin

Alessandro Chiuso

2023/1/1

Assessing the impact of brain gliomas on effective connectivity gradients

Pagnin Giulia

Giorgia Baron

Erica Silvestri

Alessandro Chiuso

Diego Cecchin

...

2023

On the impact of regularization in data-driven predictive control

Valentina Breschi

Alessandro Chiuso

Marco Fabris

Simone Formentin

2023/12/13

Effective-metabolic coupling discriminates brain lesion localisation in patients with gliomas

JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM

G Baron

G Vallini

Giulia Pagnin

A Chiuso

Diego Cecchin

...

2023

Data-driven predictive control in a stochastic setting: A unified framework

Automatica

Valentina Breschi

Alessandro Chiuso

Simone Formentin

2023/6/1

Analyzing asymmetry in brain hierarchies with a linear state-space model of resting-state fMRI data

bioRxiv

Danilo Benozzo

Giacomo Baggio

Giorgia Baron

Alessandro Chiuso

Sandro Zampieri

...

2023

Data-driven prediction and control for NARX systems

arXiv preprint arXiv:2304.02930

Antonio Fazzi

Alessandro Chiuso

2023/4/6

Revealing the spatial pattern of brain hemodynamic sensitivity to healthy aging through sparse DCM

bioRxiv

Giorgia Baron

Erica Silvestri

Danilo Benozzo

Alessandro Chiuso

Alessandra Bertoldo

2023

Deep learning-based phase retrieval scheme for minimum-phase signal recovery

Journal of Lightwave Technology

Daniele Orsuti

Cristian Antonelli

Alessandro Chiuso

Marco Santagiustina

Antonio Mecozzi

...

2023/1/15

Harnessing the final control error for optimal data-driven predictive control

arXiv preprint arXiv:2312.14788

Alessandro Chiuso

Marco Fabris

Valentina Breschi

Simone Formentin

2023/12/22

Generalized DCM models for pre-filtering compensation

Elvina Gindullina

Mattia Zorzi

Alessandra Bertoldo

Alessandro Chiuso

2022/12/6

Regularized system identification: Learning dynamic models from data

Gianluigi Pillonetto

Tianshi Chen

Alessandro Chiuso

Giuseppe De Nicolao

Lennart Ljung

2022

Classical System Identification

Gianluigi Pillonetto

Tianshi Chen

Alessandro Chiuso

Giuseppe De Nicolao

Lennart Ljung

2022/5/14

Bias

EDWARD WITTEN

2016

See List of Professors in Alessandro Chiuso University(Università degli Studi di Padova)

Co-Authors

H-index: 99
Lennart Ljung

Lennart Ljung

Linköpings Universitet

H-index: 94
Stefano Soatto

Stefano Soatto

University of California, Los Angeles

H-index: 85
Rene Vidal

Rene Vidal

Johns Hopkins University

H-index: 82
Yi Ma (马毅)

Yi Ma (马毅)

University of California, Berkeley

H-index: 50
Paolo Favaro

Paolo Favaro

Universität Bern

H-index: 50
Aleksandr Aravkin

Aleksandr Aravkin

University of Washington

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