Stefano Marelli

31 papers C 2Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MF-GLaM: A multifidelity stochastic emulator using generalized lambda models. CoRR K. Giannoukou, X. Zhu, Stefano Marelli, Bruno Sudret
2025	J	`jnl`	Surrogate modeling with functional nonlinear autoregressive models (F-NARX). Reliab. Eng. Syst. Saf. Styfen Schär, Stefano Marelli, Bruno Sudret
2025	J	`jnl`	UQ state-dependent framework for seismic fragility assessment of industrial components. Reliab. Eng. Syst. Saf. Chiara Nardin, Stefano Marelli, Oreste S. Bursi, Bruno Sudret, Marco Broccardo
2024	J	`jnl`	Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis. Reliab. Eng. Syst. Saf. Maliki Moustapha, Pietro Parisi, Stefano Marelli, Bruno Sudret
2024	—	`conf`	Scrap Monitoring in Aluminum Melting Furnace using Computer Vision and Deep Learning. MetroInd4.0 & IoT Yuvan Sathya Ravi, Stefano Marelli, Paolo Chiariotti, Maurizio Colombo, Marco Tarabini
2023	J	`jnl`	Efficient Bayesian travel-time tomography with geologically-complex priors using sensitivity-informed polynomial chaos expansion and deep generative networks. CoRR Giovanni Angelo Meles, Macarena Amaya, Shiran Levy, Stefano Marelli, Niklas Linde
2023	J	`jnl`	Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX). CoRR Styfen Schär, Stefano Marelli, Bruno Sudret
2022	J	`jnl`	A spectral surrogate model for stochastic simulators computed from trajectory samples. CoRR Nora Lüthen, Stefano Marelli, Bruno Sudret
2021	J	`jnl`	Bayesian model inversion using stochastic spectral embedding. J. Comput. Phys. Paul-Remo Wagner, Stefano Marelli, Bruno Sudret
2021	—	`conf`	Development of a device to impose medio-lateral whole-body vibration while walking. MeMeA Martín Grigera Naón, Stefano Marelli, Alex P. Moorhead, Bortolino Saggin, Giovanni Moschioni, Marco Tarabini
2021	J	`jnl`	Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions. CoRR Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret
2021	J	`jnl`	Model-Based Estimation of Lithium Concentrations and Temperature in Batteries Using Soft-Constrained Dual Unscented Kalman Filtering. IEEE Trans. Control. Syst. Technol. Stefano Marelli, Matteo Corno
2021	J	`jnl`	Rare event estimation using stochastic spectral embedding. CoRR P.-R. Wagner, Stefano Marelli, Iason Papaioannou, Daniel Straub, Bruno Sudret
2021	J	`jnl`	Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. SIAM/ASA J. Uncertain. Quantification Nora Lüthen, Stefano Marelli, Bruno Sudret
2020	—	`conf`	Compensation of Temperature Effects on an Automatic System for Diameter Measurement. MetroInd4.0&IoT Valerio Marcotuli, Stefano Marelli, Renato Casartelli, Diego Scaccabarozzi, Bortolino Saggin, Marco Tarabini
2020	J	`jnl`	Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. CoRR Nora Lüthen, Stefano Marelli, Bruno Sudret
2020	J	`jnl`	Sparse Polynomial Chaos Expansions: Solvers, Basis Adaptivity and Meta-selection. CoRR Nora Lüthen, Stefano Marelli, Bruno Sudret
2020	—	`conf`	Test bench for the measurement of scissors' cutting torque. MetroInd4.0&IoT Marco Tarabini, D. Magnani, Hermes Giberti, G. Gianola, Pietro Marzaroli, Stefano Marelli
2019	—	`—`	Analysis and development of electrochemical model-based state estimation algorithms for Li-ion batteries. Stefano Marelli
2019	J	`jnl`	Data-driven polynomial chaos expansion for machine learning regression. J. Comput. Phys. Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret
2019	J	`jnl`	Predictive Cylinder Deactivation Control for Large Displacement Automotive Engines. IEEE Trans. Veh. Technol. Matteo Corno, Luca D'Avico, Stefano Marelli, Marco Galvani, Sergio M. Savaresi
2019	J	`jnl`	Probabilistic robust design of control systems for high-fidelity cyber-physical testing. Autom. Thomas Sauder, Stefano Marelli, Asgeir J. Sørensen
2018	—	`conf`	A mass-preserving Sliding Mode Observer for Li-ion cells electrochemical model. ECC Stefano Marelli, Matteo Corno
2018	J	`jnl`	Data-driven polynomial chaos expansion for machine learning regression. CoRR Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret
2018	J	`jnl`	Extending classical surrogate modelling to ultrahigh dimensional problems through supervised dimensionality reduction: a data-driven approach. CoRR C. Lataniotis, Stefano Marelli, Bruno Sudret
2017	—	`conf`	A soft-constrained unscented Kalman filter estimator for Li-ion cells electrochemical model. CDC Stefano Marelli, Matteo Corno
2017	—	`conf`	Control-oriented coupled electrochemical thermal model for Li-Ion batteries. CDC Luca Onesto, Stefano Marelli, Matteo Corno
2017	J	`jnl`	Determining Rice Growth Stage with X-Band SAR: A Metamodel Based Inversion. Remote. Sens. Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek
2017	J	`jnl`	Sequential Design of Experiment for Sparse Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification Noura Fajraoui, Stefano Marelli, Bruno Sudret
2015	C	`conf`	Battery Health Management System for Automotive Applications: A retroactivity-based aging propagation study. ACC Anirudh Allam, Simona Onori, Stefano Marelli, Carlo Taborelli
2015	C	`conf`	Global sensitivity analysis of a morphology based electromagnetic scattering model. IGARSS Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek