Stefano Marelli

发表

Global sensitivity analysis of a morphology based electromagnetic scattering model

Irena Hajnsek, Onur Yuzugullu, Stefano Marelli, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Dimensionality reduction and surrogate modelling for high-dimensional UQ problems

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2017 .

Gaussian process modelling using UQLab

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2017 .

Hierarchical Kriging Surrogate of the Seismic Response of a Steel Piping Network Based on Multi-Fidelity Hybrid and Computational Simulators

Stefano Marelli, Bruno Sudret, Bozidar Stojadinovic, 2017 .

Compensation of Temperature Effects on an Automatic System for Diameter Measurement

Stefano Marelli, Marco Tarabini, Diego Scaccabarozzi, 2020, 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT.

Fast Deployment of Surrogate Modelling-Based Uncertainty Quantification Techniques with UQLab

Stefano Marelli, 2016 .

Representation and Inference of Complex dependencies through copulas in UQLab

Stefano Marelli, Bruno Sudret, Emiliano Torre, 2019 .

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

Simona Onori, Stefano Marelli, Anirudh Allam, 2015, 2015 American Control Conference (ACC).

UQLab, a software framework for uncertainty quantification

Stefano Marelli, Bruno Sudret, 2015 .

UQLab: A Framework for Uncertainty Quantification in Matlab

Stefano Marelli, Bruno Sudret, 2014 .

Stochastic spectral embedding for Bayesian inverse problems

Stefano Marelli, Bruno Sudret, Paul-Remo Wagner, 2019 .

Combining feature mapping and Gaussian process modelling in the context of uncertainty quantification

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2016 .

Predictive Cylinder Deactivation Control for Large Displacement Automotive Engines

Matteo Corno, Sergio M. Savaresi, Stefano Marelli, 2019, IEEE Transactions on Vehicular Technology.

Surrogate models for uncertainty quantification and design optimization

Stefano Marelli, Bruno Sudret, Paul-Remo Wagner, 2019 .

Advancements in the UQLab framework for uncertainty quantification

Stefano Marelli, S. Marelli, 2016 .

Advanced computational methods for structural reliability analysis - applications in civil engineering

Stefano Marelli, Bruno Sudret, S. Marelli, 2015 .

A new approach for Bayesian model calibration using stochastic spectral embedding

Stefano Marelli, Bruno Sudret, Paul-Remo Wagner, 2019 .

UQLab: a framework for Uncertainty Quantification in MATLAB

Stefano Marelli, Bruno Sudret, 2015 .

Reliability and Optimization of Structural Systems: Proceedings of the 19th IFIP WG-7.5 conference on Reliability and Optimization of Structural Systems, ETH Zurich, Zurich, Switzerland, June 26-29, 2018

Stefano Marelli, Bruno Sudret, 2019 .

Data-driven polynomial chaos expansion for machine learning regression

Stefano Marelli, Bruno Sudret, P. Embrechts, 2018, J. Comput. Phys..

The UQLab project: steps toward a global uncertainty quantification community

Stefano Marelli, S. Marelli, B. Sudret, 2019 .

Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark pdf

Stefano Marelli, Bruno Sudret, Nora Lüthen, 2020, ArXiv.

Hybrid simulation of uncertainty contaminated structural systems

Stefano Marelli, Bozidar Stojadinovic, Giuseppe Abbiati, 2015 .

Rare Event Estimation Using Polynomial-Chaos Kriging

Stefano Marelli, Bruno Sudret, Roland Schöbi, 2017 .

A Novel Seismic Structural Testing Protocol Based on Hybrid Simulation, Kriging and Active Learning: Methodology and Numerical Examples

Stefano Marelli, Bruno Sudret, Giuseppe Abbiati, 2019 .

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

Stefano Marelli, Bruno Sudret, Nora Lüthen, 2020, ArXiv.

Systematic Errors In Waveform Inversions Caused By Variable Receiver Coupling

Stefano Marelli, Edgar Manukyan, Hansruedi Maurer, 2010 .

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

Irena Hajnsek, Onur Yuzugullu, Stefano Marelli, 2017, Remote. Sens..

Hierarchical kriging for combining multi-fidelity hybrid and computational simulators

Stefano Marelli, Bruno Sudret, Giuseppe Abbiati, 2017 .

Adaptive Designs and Polynomial Chaos Expansions for Structural Reliability Analysis

Stefano Marelli, Bruno Sudret, 2017 .

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

Matteo Corno, Stefano Marelli, 2018, 2018 European Control Conference (ECC).

EXTENDING CLASSICAL SURROGATE MODELING TO HIGH DIMENSIONS THROUGH SUPERVISED DIMENSIONALITY REDUCTION: A DATA-DRIVEN APPROACH

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2018 .

UQLab: a framework for uncertainty quantification in MATLAB

Stefano Marelli, Bruno Sudret, S. Marelli, 2014 .

Modeling of R-410A variable capacity compressor with Modelica and experimental validation

Stefano Marelli, Lorenzo Cremaschi, Daniel E. Fisher, 2015 .

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

Stefano Marelli, Bruno Sudret, C. Lataniotis, 2018, ArXiv.

UQLab: Une plate-forme pour la quantification des incertitudes sous Matlab: une plate-forme pour la quantification des incertitudes sous Matlab

Stefano Marelli, Bruno Sudret, 2014 .

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

Matteo Corno, Stefano Marelli, Luca Onesto, 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

An adaptive algorithm based on spectral likelihood expansion for efficient Bayesian calibration

Stefano Marelli, Bruno Sudret, Paul-Remo Wagner, 2019 .

Sequential Design of Experiment for Sparse Polynomial Chaos Expansions

Stefano Marelli, Bruno Sudret, Noura Fajraoui, 2017, SIAM/ASA J. Uncertain. Quantification.

A Bayesian hierarchical modelling for hydropower risk assessment

Stefano Marelli, Bruno Sudret, Peter Burgherr, 2017 .

Ingredients for an innovative uncertainty quantification platform in MATLAB

Stefano Marelli, Bruno Sudret, 2013 .

Machine learning applied to simulations of collisions between rotating, differentiated planets

Stefano Marelli, Joachim Stadel, Miles L. Timpe, 2020, Computational astrophysics and cosmology.

The UQLab project: steps toward a global uncertainty quantification community

Stefano Marelli, Bruno Sudret, Damar Wicaksono, 2019 .

Active truncation of slender marine structures: Influence of the control system on Fidelity

Asgeir J. Sørensen, Stefano Marelli, Kjell Larsen, 2018 .

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

Matteo Corno, Stefano Marelli, S. Marelli, 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

Robust multidisciplinary optimization of a low pressure turbine rotor

Stefano Marelli, Bruno Sudret, Fabian Duddeck, 2014 .

Surrogate models for uncertainty quantification: An overview

Joe Wiart, Stefano Marelli, Bruno Sudret, 2017, 2017 11th European Conference on Antennas and Propagation (EUCAP).

Combining machine learning and surrogate modeling for data-driven uncertainty propagation in high-dimension

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2019 .

Bootstrap-Polynomial Chaos Expansions and Adaptive Designs for Reliability Analysis

Stefano Marelli, Bruno Sudret, S. Marelli, 2016 .

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

Matteo Corno, Stefano Marelli, S. Marelli, 2021, IEEE Transactions on Control Systems Technology.

Reduced order surrogate modeling technique for linear dynamic systems

Stefano Marelli, Vahid Yaghoubi, Sadegh Rahrovani, 2018, Mechanical Systems and Signal Processing.

Sequential piecewise PCE approximation of likelihood functions in Bayesian inference

Stefano Marelli, Bruno Sudret, Paul-Remo Wagner, 2019 .

UQLab: an advanced modular software framework for uncertainty quantification

Stefano Marelli, Bruno Sudret, 2014 .

Multi-Objective Supervisory Controller for Hybrid Electric Vehicles

Stefano Marelli, Simona Onori, S. Marelli, 2016 .

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

Asgeir J. Sørensen, Stefano Marelli, Thomas Sauder, 2019, Autom..

Engineering analysis with probability boxes: A review on computational methods

Edoardo Patelli, Stefano Marelli, Michael Beer, 2021 .

A global sensitivity analysis framework for hybrid simulation with stochastic substructures

Stefano Marelli, Bruno Sudret, Bozidar Stojadinovic, 2021 .

Seismic fragility analysis based on artificial ground motions and surrogate modeling of validated structural simulators

Stefano Marelli, Giuseppe Abbiati, Fabrizio Paolacci, 2021 .

Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark

Stefano Marelli, Bruno Sudret, Nora Lüthen, 2021, SIAM/ASA J. Uncertain. Quantification.

An active learning reliability algorithm based on local spectral residual expansions of the limit state function

Iason Papaioannou, Daniel Straub, Stefano Marelli, 2021 .

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

Stefano Marelli, Marco Tarabini, Giovanni Moschioni, 2021, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA).

Global sensitivity analysis using derivative-based sparse Poincar\'e chaos expansions

Stefano Marelli, Bruno Sudret, Olivier Roustant, 2021 .

Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications

Stefano Marelli, Bruno Sudret, Nora Luthen, 2020, International Journal for Uncertainty Quantification.

Combining surrogate models by ensemble learning techniques for UQ

Stefano Marelli, Bruno Sudret, Christos Lataniotis, 2021 .

Metamodeling for Uncertainty Quantification of a Flood Wave Model for Concrete Dam Breaks

Calvin A. Whealton, Stefano Marelli, Bruno Sudret, 2020, Energies.

Euclid preparation: II. The EuclidEmulator – a tool to compute the cosmology dependence of the nonlinear matter power spectrum

Stefano Marelli, Bruno Sudret, Joachim Stadel, 2018, Monthly Notices of the Royal Astronomical Society.

Receiver-coupling effects in seismic waveform inversions

Stefano Marelli, Alan G. Green, Hansruedi Maurer, 2012 .

A general framework for uncertainty quantification under non-Gaussian input dependencies

Stefano Marelli, Bruno Sudret, Paul Embrechts, 2017 .

Trade-Offs between Geographic Scale, Cost, and Infrastructure Requirements for Fully Renewable Electricity in Europe

Stefano Marelli, Johan Lilliestam, Stefan Pfenninger, 2020, Joule.

A critical appraisal of asymptotic 3D-to-2D data transformation in full-waveform seismic crosshole tomography

Stefano Marelli, Hansruedi Maurer, Stewart Greenhalgh, 2013 .

Uncertainty Quantification and Global Sensitivity Analysis for Economic Models

Stefano Marelli, Bruno Sudret, Viktor Winschel, 2017, Quantitative Economics.