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Stefano Marelli
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2020 – today
- 2024
- [j9]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: 110150 (2024) - [c9]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: 280-285 - 2023
- [i9]Styfen Schär, Stefano Marelli, Bruno Sudret:
Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX). CoRR abs/2306.16335 (2023) - [i8]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 abs/2307.04228 (2023) - 2022
- [i7]Nora Lüthen, Stefano Marelli, Bruno Sudret:
A spectral surrogate model for stochastic simulators computed from trajectory samples. CoRR abs/2207.05653 (2022) - 2021
- [j8]Paul-Remo Wagner, Stefano Marelli, Bruno Sudret:
Bayesian model inversion using stochastic spectral embedding. J. Comput. Phys. 436: 110141 (2021) - [j7]Nora Lüthen, Stefano Marelli, Bruno Sudret:
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. SIAM/ASA J. Uncertain. Quantification 9(2): 593-649 (2021) - [j6]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): 926-933 (2021) - [c8]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: 1-6 - [i6]P.-R. Wagner, Stefano Marelli, Iason Papaioannou, Daniel Straub, Bruno Sudret:
Rare event estimation using stochastic spectral embedding. CoRR abs/2106.05824 (2021) - [i5]Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret:
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions. CoRR abs/2107.00394 (2021) - 2020
- [c7]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: 283-287 - [c6]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: 413-417 - [i4]Nora Lüthen, Stefano Marelli, Bruno Sudret:
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark. CoRR abs/2002.01290 (2020) - [i3]Nora Lüthen, Stefano Marelli, Bruno Sudret:
Sparse Polynomial Chaos Expansions: Solvers, Basis Adaptivity and Meta-selection. CoRR abs/2009.04800 (2020)
2010 – 2019
- 2019
- [b1]Stefano Marelli:
Analysis and development of electrochemical model-based state estimation algorithms for Li-ion batteries. Polytechnic University of Milan, Italy, 2019 - [j5]Thomas Sauder, Stefano Marelli, Asgeir J. Sørensen:
Probabilistic robust design of control systems for high-fidelity cyber-physical testing. Autom. 101: 111-119 (2019) - [j4]Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret:
Data-driven polynomial chaos expansion for machine learning regression. J. Comput. Phys. 388: 601-623 (2019) - [j3]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): 9554-9563 (2019) - 2018
- [c5]Stefano Marelli, Matteo Corno:
A mass-preserving Sliding Mode Observer for Li-ion cells electrochemical model. ECC 2018: 2659-2664 - [i2]Emiliano Torre, Stefano Marelli, Paul Embrechts, Bruno Sudret:
Data-driven polynomial chaos expansion for machine learning regression. CoRR abs/1808.03216 (2018) - [i1]C. Lataniotis, Stefano Marelli, Bruno Sudret:
Extending classical surrogate modelling to ultrahigh dimensional problems through supervised dimensionality reduction: a data-driven approach. CoRR abs/1812.06309 (2018) - 2017
- [j2]Noura Fajraoui, Stefano Marelli, Bruno Sudret:
Sequential Design of Experiment for Sparse Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification 5(1): 1061-1085 (2017) - [j1]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): 460 (2017) - [c4]Stefano Marelli, Matteo Corno:
A soft-constrained unscented Kalman filter estimator for Li-ion cells electrochemical model. CDC 2017: 1535-1540 - [c3]Luca Onesto, Stefano Marelli, Matteo Corno:
Control-oriented coupled electrochemical thermal model for Li-Ion batteries. CDC 2017: 5026-5031 - 2015
- [c2]Anirudh Allam, Simona Onori, Stefano Marelli, Carlo Taborelli:
Battery Health Management System for Automotive Applications: A retroactivity-based aging propagation study. ACC 2015: 703-716 - [c1]Onur Yuzugullu, Stefano Marelli, Esra Erten, Bruno Sudret, Irena Hajnsek:
Global sensitivity analysis of a morphology based electromagnetic scattering model. IGARSS 2015: 2743-2746
Coauthor Index
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