Stefano Marelli

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Spectral Embedding

Sensitivity Analysis

Top Venues

MetroInd4.0&IoT

SIAM/ASA J. Uncertain. Quantification

Publications

Maliki Moustapha, Pietro Parisi, Stefano Marelli, Bruno Sudret
Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis. Reliab. Eng. Syst. Saf. 248 (2024)
Yuvan Sathya Ravi, Stefano Marelli, Paolo Chiariotti, Maurizio Colombo, Marco Tarabini
Scrap Monitoring in Aluminum Melting Furnace using Computer Vision and Deep Learning. MetroInd4.0 & IoT (2024)
Styfen Schär, Stefano Marelli, Bruno Sudret
Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX). CoRR (2023)
Giovanni Angelo Meles, Macarena Amaya, Shiran Levy, Stefano Marelli, Niklas Linde
Efficient Bayesian travel-time tomography with geologically-complex priors using sensitivity-informed polynomial chaos expansion and deep generative networks. CoRR (2023)
Nora Lüthen, Stefano Marelli, Bruno Sudret
A spectral surrogate model for stochastic simulators computed from trajectory samples. CoRR (2022)
Paul-Remo Wagner, Stefano Marelli, Bruno Sudret
Bayesian model inversion using stochastic spectral embedding. J. Comput. Phys. 436 (2021)
Martín Grigera Naón, Stefano Marelli, Alex P. Moorhead, Bortolino Saggin, Giovanni Moschioni, Marco Tarabini
Development of a device to impose medio-lateral whole-body vibration while walking. MeMeA (2021)
Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions. CoRR (2021)
Nora Lüthen, Stefano Marelli, Bruno Sudret
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Stefano Marelli, Matteo Corno
Model-Based Estimation of Lithium Concentrations and Temperature in Batteries Using Soft-Constrained Dual Unscented Kalman Filtering. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
P.-R. Wagner, Stefano Marelli, I. Papaioannou, D. Straub, Bruno Sudret
Rare event estimation using stochastic spectral embedding. CoRR (2021)
Valerio Marcotuli, Stefano Marelli, Renato Casartelli, Diego Scaccabarozzi, Bortolino Saggin, Marco Tarabini
Compensation of Temperature Effects on an Automatic System for Diameter Measurement. MetroInd4.0&IoT (2020)
Marco Tarabini, D. Magnani, Hermes Giberti, G. Gianola, Pietro Marzaroli, Stefano Marelli
Test bench for the measurement of scissors' cutting torque. MetroInd4.0&IoT (2020)
Nora Lüthen, Stefano Marelli, Bruno Sudret
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. CoRR (2020)
Nora Lüthen, Stefano Marelli, Bruno Sudret
Sparse Polynomial Chaos Expansions: Solvers, Basis Adaptivity and Meta-selection. CoRR (2020)
Thomas Sauder, Stefano Marelli, Asgeir J. Sørensen
Probabilistic robust design of control systems for high-fidelity cyber-physical testing. Autom. 101 (2019)
Matteo Corno, Luca D'Avico, Stefano Marelli, Marco Galvani, Sergio M. Savaresi
Predictive Cylinder Deactivation Control for Large Displacement Automotive Engines. IEEE Trans. Veh. Technol. 68 (10) (2019)
Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret
Data-driven polynomial chaos expansion for machine learning regression. J. Comput. Phys. 388 (2019)
Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret
Data-driven polynomial chaos expansion for machine learning regression. CoRR (2018)
C. Lataniotis, Stefano Marelli, Bruno Sudret
Extending classical surrogate modelling to ultrahigh dimensional problems through supervised dimensionality reduction: a data-driven approach. CoRR (2018)
Stefano Marelli, Matteo Corno
A mass-preserving Sliding Mode Observer for Li-ion cells electrochemical model. ECC (2018)
Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek
Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion. Remote. Sens. 9 (5) (2017)
Luca Onesto, Stefano Marelli, Matteo Corno
Control-oriented coupled electrochemical thermal model for Li-Ion batteries. CDC (2017)
Noura Fajraoui, Stefano Marelli, Bruno Sudret
Sequential Design of Experiment for Sparse Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Stefano Marelli, Matteo Corno
A soft-constrained unscented Kalman filter estimator for Li-ion cells electrochemical model. CDC (2017)
Anirudh Allam, Simona Onori, Stefano Marelli, Carlo Taborelli
Battery Health Management System for Automotive Applications: A retroactivity-based aging propagation study. ACC (2015)
Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek
Global sensitivity analysis of a morphology based electromagnetic scattering model. IGARSS (2015)