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Stefano Marelli

Researcher at ETH Zurich

Publications -  171
Citations -  5283

Stefano Marelli is an academic researcher from ETH Zurich. The author has contributed to research in topics: Uncertainty quantification & Polynomial chaos. The author has an hindex of 26, co-authored 151 publications receiving 3952 citations. Previous affiliations of Stefano Marelli include University of Lausanne & École Polytechnique Fédérale de Lausanne.

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Journal ArticleDOI

CMS physics technical design report, volume II: Physics performance

G. L. Bayatian, +2063 more
- 01 Jun 2007 - 
TL;DR: In this article, the authors present a detailed analysis of the performance of the Large Hadron Collider (CMS) at 14 TeV and compare it with the state-of-the-art analytical tools.
Proceedings ArticleDOI

UQLab: a framework for uncertainty quantification in MATLAB

TL;DR: The modular platform comprises a highly optimized core probabilistic modelling engine and a simple programming interface that provides unified access to heterogeneous high performance computing resources and provides a content-management system that allows users to easily develop additional custom modules within the framework.
Journal ArticleDOI

CMS physics technical design report: Addendum on high density QCD with heavy ions

David D'Enterria, +2188 more
- 01 Nov 2007 - 
TL;DR: In this paper, the capabilities of the CERN Large Hadron Collider (LHC) experiment to explore the rich heavy-ion physics program offered by the LHC are presented, and the potential of the CMS experiment to carry out a series of representative Pb-Pb measurements.

CMS Physics : Technical Design Report Volume 1: Detector Performance and Software

G. L. Bayatian, +1997 more
Journal ArticleDOI

Rare Event Estimation Using Polynomial-Chaos Kriging

TL;DR: A new structural reliability method based on the recently developed polynomial-chaos kriging (PC-kriging) approach coupled with an active learning algorithm known as adaptive kriged Monte Carlo simulation (AK-MCS) is developed.