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Guillaume Perrin · Study

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Guillaume Perrin

8 works· latest 2023· 4 institutionscluster: provisionalORCID 0000-0002-0592-6094

h-index8

i108

Citations224

Works here8

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Most cited in this library

Identification of Polynomial Chaos Representations in High Dimension from a Set of Realizations2012 · 50 citations
Active learning surrogate models for the conception of systems with multiple failure modes2016 · 38 citations
Karhunen–Loève expansion revisited for vector-valued random fields: Scaling, errors and optimal basis.2013 · 37 citations
Efficient Evaluation of Reliability-Oriented Sensitivity Indices2019 · 34 citations
Uncertainty quantification in vehicle dynamics2019 · 24 citations

Works

8 shown

Uncertainty-Based Calibration Method for Environmental Sensors—Application to Chlorine and pH Monitoring With Carbon Nanotube Sensor Array

IEEE Sensors Journal·2023·2 authors·Open access

11citations

Statistical inverse identification for nonlinear train dynamics using a surrogate model in a Bayesian framework

Journal of Sound and Vibration·2019·3 authors·Open access

13citations

Uncertainty quantification in vehicle dynamics

Vehicle System Dynamics·2019·2 authors

24citations

Efficient Evaluation of Reliability-Oriented Sensitivity Indices

Journal of Scientific Computing·2019·2 authors

34citations

Active learning surrogate models for the conception of systems with multiple failure modes

Reliability Engineering & System Safety·2016·1 author·Open access

38citations

STOCHASTIC REPRESENTATIONS AND STATISTICAL INVERSE IDENTIFICATION FOR UNCERTAINTY QUANTIFICATION IN COMPUTATIONAL MECHANICS

UNCECOMP Proceedings·2015·9 authors·other·Open access

17citations

Karhunen–Loève expansion revisited for vector-valued random fields: Scaling, errors and optimal basis.

Journal of Computational Physics·2013·4 authors·Open access

37citations

Identification of Polynomial Chaos Representations in High Dimension from a Set of Realizations

SIAM Journal on Scientific Computing·2012·4 authors·Open access

50citations