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Curriculum
She graduated in Mathematics in 1992; from 1992 to 1994 she was at the Institute of High Mathematics and in 1998 she obtained the PhD in System Engineering from University of Rome “La Sapienza”. Then she had a post doc position in Identification and Optimal Control.
From 2002 to 2020 she was assistant professor in Automatic Control at the Department of Computer Control and Management Engineering Antonio Ruberti of Sapienza University of Rome and since 2020 she has been associate professor at the same department.
In 2023 she obtain the "abilitazione scientifica disciplinare per la prima fascia nel Settore Concorsuale 09/G1 - AUTOMATICA".
From 1992 to 2002 she attended many courses in applied mathematics, automatic controls, biomedical signal analysis, image analysis, physics, and non-linear dynamic.
Since 2003 she is member of the Centro Interdipartimentale di Ricerca per l’Analisi dei Modelli e dell’Informazione nei Sistemi Biomedici.
Since 2008 she is member of the Centro Ricerche Aerospaziali Sapienza.
She is member of the Editorial Board of the Journals: International Journal of Imaging
International Journal of Computer Interaction & Information Technology; moreover she is member of the Scientific Committee of many Conferences on image analysis.
Since 2012 she is associate editor of the Journal Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
Since 2019 she is member of the editorial boad of Control Engineering and Practice and of Journal of control, automation and systems.
She is referee of many international scientific journal.
Since 2001 she has participated to financial programs from the Faculty and the University;
- 2005 PRIN project “Studio, progetto e realizzazione di algoritmi efficienti di classificazione mediante reti neurali artificiali di immagini di provini metallografici di ghisa sferoidale; modelli dinamici basati su reti neurali artificiali di fenomeni di frattura” (Partecipazione)
- 2010-2012 SARFIRE project, ASI financial program (Partecipazione)
- 2009-2012 PRIN project: “Characterization of fatigue damaging in ductile cast iron by image analysis and artificial neural network” (Responsabile di una Unità di Roma)
- 2022-2025 PRIN project: "I-ADMA Mechanical behaviour prediction of ADditively MAnufactured component by an artificial Intelligence approach"
Her main research interests from methodological and applicative point of view are in 1-D and 2-D signal processing, estimation theory, system identification, optimal control, neural network, bioengineering. In particular image analysis techniques are considered in material science and in biomedical application. Optimal control theory has been studied and applied to control epidemic disease in SIR and SIRC model, bone remodeling and to determine the optimal allocation of band resources. Neural network were studied both in image processing and in material science to predict crack propagation.
With colleagues of University of L’Aquila she has been studying EEG signals and their classification for human machine interface.
TEACHING ACTIVITY
2002-2014: Automatic Control at Sapienza University of Rome, Faculty of Civil Engineering
2014-2025: Optimal Control in Master of Science in Control Engineering at University of Rome La Sapienza
2014-2025: Control in Biological Systems in Biomedical Engineering at University of Rome La Sapienza
2021-2024: Process Identification and Control in Laurea Magistrale in Ingegneria Gestionale (indirizzo in lingua inglese)
For more details: https://sites.google.com/a/uniroma1.it/danielaiacoviello/