Stefano Marelli

According to our database, Stefano Marelli authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis.

Maliki Moustapha, Pietro Parisi, Stefano Marelli, Bruno Sudret

Reliab. Eng. Syst. Saf., 2024

Scrap Monitoring in Aluminum Melting Furnace using Computer Vision and Deep Learning.

Yuvan Sathya Ravi, Stefano Marelli, Paolo Chiariotti, Maurizio Colombo, Marco Tarabini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

2023

Efficient Bayesian travel-time tomography with geologically-complex priors using sensitivity-informed polynomial chaos expansion and deep generative networks.

Giovanni Angelo Meles, Macarena Amaya, Shiran Levy, Stefano Marelli, Niklas Linde

CoRR, 2023

Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX).

Styfen Schär, Stefano Marelli, Bruno Sudret

CoRR, 2023

2022

A spectral surrogate model for stochastic simulators computed from trajectory samples.

Nora Lüthen, Stefano Marelli, Bruno Sudret

CoRR, 2022

2021

Model-Based Estimation of Lithium Concentrations and Temperature in Batteries Using Soft-Constrained Dual Unscented Kalman Filtering.

Stefano Marelli, Matteo Corno

IEEE Trans. Control. Syst. Technol., 2021

Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark.

Nora Lüthen, Stefano Marelli, Bruno Sudret

SIAM/ASA J. Uncertain. Quantification, 2021

Bayesian model inversion using stochastic spectral embedding.

Paul-Remo Wagner, Stefano Marelli, Bruno Sudret

J. Comput. Phys., 2021

Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions.

Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret

CoRR, 2021

Rare event estimation using stochastic spectral embedding.

P.-R. Wagner, Stefano Marelli, Iason Papaioannou, Daniel Straub, Bruno Sudret

CoRR, 2021

Development of a device to impose medio-lateral whole-body vibration while walking.

Martín Grigera Naón, Stefano Marelli, Alex P. Moorhead, Bortolino Saggin, Giovanni Moschioni, Marco Tarabini

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

2020

Sparse Polynomial Chaos Expansions: Solvers, Basis Adaptivity and Meta-selection.

Nora Lüthen, Stefano Marelli, Bruno Sudret

CoRR, 2020

Test bench for the measurement of scissors' cutting torque.

Marco Tarabini, D. Magnani, Hermes Giberti, G. Gianola, Pietro Marzaroli, Stefano Marelli

Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

Compensation of Temperature Effects on an Automatic System for Diameter Measurement.

Valerio Marcotuli, Stefano Marelli, Renato Casartelli, Diego Scaccabarozzi, Bortolino Saggin, Marco Tarabini

Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

2019

Analysis and development of electrochemical model-based state estimation algorithms for Li-ion batteries.

Stefano Marelli

PhD thesis, 2019

Predictive Cylinder Deactivation Control for Large Displacement Automotive Engines.

Matteo Corno, Luca D'Avico, Stefano Marelli, Marco Galvani, Sergio M. Savaresi

IEEE Trans. Veh. Technol., 2019

Data-driven polynomial chaos expansion for machine learning regression.

Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret

J. Comput. Phys., 2019

Probabilistic robust design of control systems for high-fidelity cyber-physical testing.

Thomas Sauder, Stefano Marelli, Asgeir J. Sørensen

Autom., 2019

2018

Extending classical surrogate modelling to ultrahigh dimensional problems through supervised dimensionality reduction: a data-driven approach.

C. Lataniotis, Stefano Marelli, Bruno Sudret

CoRR, 2018

A mass-preserving Sliding Mode Observer for Li-ion cells electrochemical model.

Stefano Marelli, Matteo Corno

Proceedings of the 16th European Control Conference, 2018

2017

Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion.

Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek

Remote. Sens., 2017

Sequential Design of Experiment for Sparse Polynomial Chaos Expansions.

Noura Fajraoui, Stefano Marelli, Bruno Sudret

SIAM/ASA J. Uncertain. Quantification, 2017

Control-oriented coupled electrochemical thermal model for Li-Ion batteries.

Luca Onesto, Stefano Marelli, Matteo Corno

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A soft-constrained unscented Kalman filter estimator for Li-ion cells electrochemical model.

Stefano Marelli, Matteo Corno

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2015

Global sensitivity analysis of a morphology based electromagnetic scattering model.

Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Battery Health Management System for Automotive Applications: A retroactivity-based aging propagation study.

Anirudh Allam, Simona Onori, Stefano Marelli, Carlo Taborelli

Proceedings of the American Control Conference, 2015