Stefano Marelli
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Senior Research Associate, Lecturer
SwitzerlandResearch Interests
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About
Stefano Marelli is a Senior Research Associate and Lecturer at ETH Zürich, Switzerland. His research areas include surrogate modeling, uncertainty quantification, and the dynamics of complex systems, as evidenced by his recent publications on functional nonlinear autoregressive models and Bayesian tomography. He also focuses on applications such as seismic fragility assessment and crashworthy designs, utilizing advanced methodologies like polynomial chaos expansion and deep generative networks.
Recent Grants
Grant: Close
Surrogate Modelling for Stochastic Simulators (SAMOS)
Open Date: 2018-05-01
Close Date: 2022-04-30
Grant: Close
Copulas for Big Data Analysis in Engineering Applications
Open Date: 2016-09-01
Close Date: 2017-08-01
Grant: Close
Development of a Multi-Method Hydrogeophysical Data Acquisition and Inversion Strategy for the 3-D Geometrical Characterization of Fractured Sedimentary Rock Aquifers
Open Date: 2013-06-01
Close Date: 2017-05-31
Articles (20)
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Collaborators (6)
Oreste Bursi
Professor
University of Trento
Bruno Sudret
Full professor
ETH Zürich
Giuseppe Abbiati
Aarhus University
Nikolaos Tsokanas
ETH Zürich
Marco Broccardo
Professor Associate
Università degli Studi di Torino
Fabian Duddeck
Associate Professor for Computational Mechanics
Ludwig-Maximilians-Universität München
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