Slides
of the lectures and
electronic versions of the posters
Invited lectures
Terry Andres (University of Manitoba,
Canada)
Syllabus for a graduate course in sensitivity analysis
Dan Gabriel Cacuci
(Nuclear Energy Division, Commissariat a l'Energie Atomique, France
and Institute for Nuclear Technology and Reactor Safety, University of
Karlsruhe, Germany)
Data assimilation and best-estimate model
validation activities in Euratom-fission programs
Michael Frenklach (University of California, Berkeley, USA)
System Analysis and Sensitivity using Data Collaboration
Douglas B. Kell (Manchester Interdisciplinary Biocentre, UK)
Sensitivity and information theoretic analyses of biochemical networks
Sergei Kucherenko (Imperial College London,
UK)
Application of global sensitivity indices for measuring the effectiveness of
Quasi-Monte Carlo Methods and parameter estimation.
Herschel Rabitz (Princeton University, USA)
Global sensitivity analysis by Random
Sampling - High Dimensional Model Representation (RS-HDMR)
Alison S. Tomlin (The University of Leeds,
UK)
The use of global methods in the evaluation of non linear chemical kinetic
models
Peter C. Young (Centre for Research on Environmental Systems and Statistics,
Lancaster, UK), M. Ratto
From dominant mode analysis to dynamical meta-modeling
Oral presentations
(in alphabetical order of the first author)
J. Benson, N. Dixon, T. Ziehn and A.S. Tomlin THE SENSITIVITY OF A 3D STREET CANYON CFD MODEL TO UNCERTAINTIES IN INPUT PARAMETERS.
E. Borgonovo, S. Tarantola MOMENT-INDEPENDENT GLOBAL SENSITIVITY ANALYSIS WITH CORRELATED INPUT FACTORS: AN APPLICATION TO A CHEMICAL REACTOR
B. Briand, C. Mercat-Rommens, G. Ducharme USING CLASSIFICATION TREES TECHNIQUES LIKE SENSITIVITY ANALYSIS IN THE FIELD OF RADIOECOLOGY
D. Busby, M. Feraille SEQUENTIAL EXPERIMENTAL DESIGN FOR STATISTICAL ANALYSIS OF NONLINEAR OUTPUTS OF COMPUTER MODELS
N. Carrasco, E. Hébrard, M. Dobrijevic, P. Pernot UNCERTAINTY ANALYSIS IN A TITAN IONOSPHERIC CHEMISTRY MODEL
W. Castaings, S. Tarantola, R. Bolado, A. Pagano, M. Ratto ESTIMATION OF THE CONTRIBUTION TO THE MEAN AND VARIANCE USING RANDOM SAMPLES
Th. Crestaux, J.M. Martinez, O. Le Maître POLYNOMIAL CHAOS EXPANSIONS FOR UNCERTAINTIES QUANTIFICATION AND SENSITIVITY ANALYSIS
D. Gatelli, S. Kucherenko, A. Pagano, M. Ratto, S. Tarantola CALCULATING FIRST ORDER SENSITIVITY MEASURES: A BENCHMARK OF SOME RECENT METHODOLOGIES
J.-P. Gauchi A NEW APPROACH TO SENSITIVITY ANALYSIS BASED ON PLS REGRESSION
J.W.Hall, R.K.S. Hankin, P. Bates BAYESIAN CALIBRATION OF A FLOOD INUNDATION MODEL
E. Hermans, F. Van den Bossche, G. Wets IMPACT OF METHODOLOGICAL CHOICES ON ROAD SAFETY RANKING
B. Iooss, M. Ribatet GLOBAL SENSITIVITY ANALYSIS OF COMPUTER MODELS WITH FUNCTIONAL INPUTS
M. Koda, T. Takabatake, T. Akana SENSITIVITY EXPERIMENTS ON ONE-CLASS SUPPORT VECTOR MACHINE
Q. Liu, T. Homma A ROBUST IMPORTANCE MEASURE FOR SENSITIVITY ANALYSIS
Q. Liu, T. Homma THE INDICATION OF THE MOMENT INDEPENDENT MEASURE AND ITS NEW CALCULATIONAL METHOD
N. Lüdtke, S. Panzeri, M. Brown, D.S. Broomhead, J. Knowles, M.A. Montemurro, D.B. Kell AN INFORMATION-THEORETIC FRAMEWORK FOR GLOBAL SENSITIVITY ANALYSIS
A. Marrel, B. Iooss, O. Roustant ANALYTICAL CALCULATIONS OF SOBOL INDICES FOR THE GAUSSIAN PROCESS METAMODEL
A. Pagano, M. Ratto AN EXTENDED USE OF THE SOBOL ESTIMATOR
G. Pujol, B. Corre SIMPLEX SCREENING
M. Ratto, A. Pagano, P.C. Young ESTIMATION OF CONDITIONAL EXPECTATIONS AND CONDITIONAL VARIANCES WITH STATE-DEPENDENT PARAMETER META-MODELS
A. Saltelli CLOSING REMARKS
A. Saltelli, F. Campolongo, J. Cariboni ACCELERATING FACTORS SCREENING
D. Shahsavani, A. Grimvall EXTRACTING COMPLEX NONLINEAR RESPONSE SURFACES FROM DETERMINISTIC MODELS WITH MULTIPLE INPUTS
T. Turányi, A. Lovrics, A. Csikász-Nagy, I. Gy. Zsély, J. Zádor, B Novák ANALYSIS OF A BUDDING YEAST CELL CYCLE MODEL USING THE SHAPES OF LOCAL SENSITIVITY FUNCTIONS
A. K. Wilkins, B. Tidor, J. White, P. I. Barton PHASE SENSITIVITY ANALYSIS OF LIMIT CYCLE OSCILLATORS
H. Yue, M. Brown, J. Jia, D.B. Kell SENSITIVITY ANALYSIS AND EXPERIMENTAL DESIGN OF A STIFF SIGNAL TRANSDUCTION PATHWAY
C. Xu, G.Z. Gertner A GENERAL FIRST-ORDER GLOBAL SENSITIVITY ANALYSIS METHOD
T. Ziehn, A. S.Tomlin A Global sensitivity study of SULPHUR chemistry in a Premixed Methane flame model using HDMR
I. Gy. Zsély, J. Zádor, T. Turányi UNCERTAINTY ANALYSIS OF NITROGEN OXIDE FORMATION IN METHANE COMBUSTION
Posters
(in alphabetical order of the first author)
I.A. Bashkirtseva, L. B. Ryashko, P.V. Stikhin SCALAR AND GEOMETRICAL DESCRIPTION OF 3D-CYCLE STOCHASTIC SENSITIVITY
V. Bertsch, M. Treitz, J. Geldermann, O. Rentz MULTIDIMENSIONAL SENSITIVITY ANALYSIS FOR MULTI-ATTRIBUTE DECISION MAKING UNDER PREFERENTIAL UNCERTAINTY
N. Bilal, D. E. Adams OPTIMIZATION OF COMPRESSOR VALVE DESIGN FOR MINIZIMATION OF GAS PULSATIONS USING UNCERTAINTY ANALYSIS
N. Carrasco, E. Hébrard, M. Dobrijevic, R. Thissen, O. Dutuit, M. Banaszkiewicz, P. Pernot EFFECTS OF INPUT CORRELATIONS IN A COMPLEX CHEMISTRY MODEL
N. Carrasco, P. Pernot TOWARDS A REDUCTION OF A TITAN IONOSPHERIC CHEMISTRY MODEL
W. Castaings, S. Tarantola PARTIAL DERIVATIVES AND SINGULAR VALUE DECOMPOSITION FOR THE ANALYSIS AND CONTROL OF TIME-DEPENDENT SPATIALLY DISTRIBUTED SYSTEMS
E. Chojnacki, J. Baccou, S. Destercke NUMERICAL SENSITIVITY AND EFFICIENCY IN THE TREATMENT OF EPISTEMIC AND ALEATORY UNCERTAINTY
S. Da-Veiga, F. Gamboa EFFICIENT ESTIMATION OF FIRST-ORDER SENSITIVITY INDICES
D. Delgado, C.M. Rocco S. A SENSITIVITY BASED APPROACH FOR DETERMINING THE EXTREME PROFITS AND LOSS CONTRIBUTION INDEX
E. D. Diaz, C. M. Rocco S. MERGING IMPORTANCE MEASURES USING AN ORDERED WEIGHTED AVERAGING BASED FRAMEWORK
O. Eriksson VARIANCE-BASED SENSITIVITY ANALYSIS IN UNBALANCED FACTORIAL DESIGNS
M. Flechsig, U. Böhm, T. Nocke, C. Rachimow SIMENV - A FLEXIBLE FRAMEWORK FOR SENSITIVITY AND UNCERTAINTY ANALYSES OF LARGE-VOLUME MODEL OUTPUT
I. Ghergut, H. Behrens, T. Licha, M. Sauter TRACER BTC SENSITIVITY W. R. TO FRACTURE - MATRIX PARAMETERS IN SINGLE-WELL PUSH-PULL TESTS WITH CHANGING HYDRAULIC REGIME
G. Giuliani, F. Pintaldi USE OF SENSITIVITY ANALYSIS TO IMPUTE DATA ON WAGE AND SALARY
M.A. Gómez-Villegas, P. Maín, R. Susi SOME ASPECTS OF SENSITIVITY IN GAUSSIAN BAYESIAN NETWORKS
S. Han, K. Wolf, O. Munz DESIGN OPTIMIZATION AND RELIABILITY ASSESSMENT OF PASSIVE AND ACTIVE STRUCTURAL SYSTEMS VIA SENSITIVITY ANALYSIS
D. Hou, Z. Toth A STOCHASTIC PERTURBATION SCHEME TO REPRESENT MODEL RELATED ERRORS IN NUMERICAL ATMOSPHERIC FORECASTS
H. Jarar Oulidi, L. Benaabidate THE USE OF G.I.S. AND P.C.A. FOR MAPPING PRECIPITATIONS IN ARID AREA: CASE OF ZIZ ET RHERIS WATERSHEDS, MOROCCO
Z. Kala SENSITIVITY ANALYSIS OF STEEL STRUCTURES WITH IMPERFECTIONS
Z. Kala, A. Omishore SENSITIVITY ANALYSIS OF FATIGUE CRACK PROPAGATION
Á. Kramarics, T. Nagy, I. Gy. Zsély, T. Turányi Reduction of very large reaction mechanisms: The example of fuel-cell gas kinetics
B. Krzykacz-Hausmann The principal variance-based sensitivity indices can be estimated without assuming independence between the input variables
M. Lamboni , H. Monod, D. Makowski GLOBAL SENSITIVITY ANALYSIS FOR SIMULATION MODELS WITH MULTIPLE OUTPUTS: AN APPLICATION TO A DYNAMIC CROP MODEL
R. Landri, G. Ducharme, R. Bonnard ENTROPY-BASED SENSITIVITY ANALYSIS IN HEALTH RISK ASSESSMENT
P. Main, H. Navarro ANALYZING THE EFFECT OF INTRODUCING A KURTOSIS PARAMETER IN GAUSSIAN BAYESIAN NETWORKS
E. Marchand, F. Clément, J. Roberts DETERMINISTIC SENSITIVITY ANALYSIS FOR A MODEL FOR FLOW AND TRANSPORT IN POROUS MEDIA
K. Marimuthu, N. Murugan APPLICATION OF SENSITIVITY ANALYSIS IN OPTIMIZATION OF BEAD GEOMETRY OF PTA HARDFACED VALVE SEAT RINGS
E.C. Meuter CONSTRUCT: A FRAMEWORK FOR CONCEPTUALLY STRUCTURING A MODEL
C. L. Müller, G. Paul, I. F. Sbalzarini SENSITIVITIES FOR FREE: CMA-ES BASED SENSITIVITY ANALYSIS
R. Neslo, S. Tarantola, R. Cooke Stakeholder Preference with Probabilistic Inversion: Application to Competitiveness Indices
I. Pál, A. Csikász-Nagy, I. Gy. Zsély, J. Zádor, T. Turányi, B. Novák MONTE CARLO ANALYSIS OF A GENERIC CELL CYCLE MODEL
M. Petelet, O. Asserin, B. Iooss THE USE OF GLOBAL SENSITIVITY ANALYSIS METHOD IN WELDING SIMULATION
J.K. Ravalico, H.R. Maier, G.C. Dandy Even MORE - An extension to the MORE method of sensitivity analysis for decision making with Integrated Assessment Modelling
G.M. Richter, M. Acutis, P. Trevisiol, K. Latiri, R. Confalonieri SENSITIVITY ANALYSIS APPLIED TO A COMPLEX CROP MODEL FOR DURUM WHEAT IN THE MEDITERRANEAN
M.F. Rivera, C. Fallico, S. Troisi UNCERTAINTY
AND SENSITIVITY ANALYSIS FOR PEDOTRANSFER FUNCTIONS
M.J. Rufo, C.J. Pérez, J. Martín LOCAL SENSITIVITY ANALYSIS FOR BAYESIAN MIXTURE MODELS
C. J. Sallaberry, J.C. Helton, S. C. Hora EXTENSION OF LATIN HYPERCUBE SAMPLES WITH CORRELATED VARIABLES
H. Sulieman, P.J. McLellan PARAMETRIC SENSITIVITY ANALYSIS OF NONLINEAR MULTIPARMETER REGRESSION MODEL SYSTEMS
J. Tóth SENSITIVITY RATIOS: EXACT RESULTS
C. Trevińo, J.C. Prince REDUCED KINETIC MECHANISM FOR HIGH TEMPERATURE PROPANE IGNITION
Cs. Vincze, I. Gy. Zsély, D. Szinyei, R. Mészáros, I. Lagzi UNCERTAINTY ANALYSIS OF AN OZONE DEPOSITION MODEL
Y. Wang, R. Zou, A. Ghosh A SENSITIVITY ANALYSIS BASED HYBRID ALGORITHM FOR PARAMETER DETERMINATION IN STIFF BIOCHEMICAL PATHWAYS
by Margit Kovács
HUNGART©