LECTURES

“Physics-informed and thermodynamics-based artificialneural networks for constitutive modeling ”

Course lecture @ ALERT Geomaterials Doctoral School 2023: Machine Learning in Geomechanics.</div>

“Data- and thermodynamics-driven discovery of state variables and evolution equations”

Presentation @ MAXENT'22 Conference, July 18-22, 2022, Paris, FR. Authors: Filippo Masi, Ioannis Stefanou.

Blast LoAds on STructures (BLAST)

"Explosions, vibrations et patrimoine" workshop (with Ahmad Morsel, Ioannis Stefanou, Panagiotis Kotronis, Guillaume Racineux, Emmanuel Marché), on the occasion of the 2023 edition of the Nuit Blanche des Chercheur.es event hosted by Nantes Université. BLAST is a Connect Talent project (www.connectalent.org, CEEV), funded by Pays de la Loire and Nantes Metropole. Group: Ioannis Stefanou (PI), Filippo Masi, Panagiotis Kotronis, Ahmad Morsel.

“Thermodynamics-based artificial neural networks (TANN) and constitutive modeling”

Presentation @ MMLDT-CSET Conference, September 26-29, 2021, San Diego, CA. Authors: Filippo Masi, Ioannis Stefanou.

“Fast-dynamic response and failure of masonry structures of non-standard geometry subjected to blast loads”

PhD Thesis viva, Ecole Centrale de Nantes, 14 Dec 2020, link to PhD manuscript.

“Can we tame earthquakes?”

Presentation @ Data-centric engineering , The University of Sydney, 27 October 2021. Authors: Filippo Masi, Ioannis Stefanou.

ANIMATIONS