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Black box modelling of HVAC system : improving the performances of neural networks

Eric Fock , Thierry A. Mara , Philippe Lauret , Harry Boyer
Eighth International IBPSA Conference, Aug 2003, Eindhoven, Netherlands. pp.347-354
Communication dans un congrès hal-00768385v1
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A Node Pruning Algorithm Based on a Fourier Amplitude Sensitivity Test Method

Philippe Lauret , Eric Fock , Thierry A. Mara
IEEE Transactions on Neural Networks, 2006, 17 (2), pp.273-293
Article dans une revue hal-01067339v1

Bayesian soil parameter estimation: Results of percolation-drainage vs infiltration laboratory experiments

Anis Younes , J. Zaouali , M. Fahs , F. Slama , Olivier Grünberger , et al.
Journal of Hydrology, 2018, 565, pp.770 - 778. ⟨10.1016/j.jhydrol.2018.08.082⟩
Article dans une revue hal-01878380v1

Probabilistic Collocation for Efficient Uncertainty Analysis in Groundwater Flow

Vincent Fontaine , Thierry A. Mara , Malik Mamode
CMWR XVIII-Computational Methods in Water Resources, Jun 2010, Barcelone, Spain
Communication dans un congrès hal-00918982v1
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CONTRIBUTION A LA VALIDATION GLOBALE D'UN LOGICIEL DE SIMULATION THERMO-AERAULIQUE DU BATIMENT : PROPOSITION DE NOUVEAUX OUTILS D'AIDE A LA VALIDATION.

Thierry A. Mara
Sciences de l'ingénieur [physics]. Université de la Réunion, 2000. Français. ⟨NNT : ⟩
Thèse tel-00475440v1
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Global sensitivity analysis of Magnetic Resonance Sounding simulated responses to the hydraulic parameters of a catchment hydrogeological model

Nolwenn Lesparre , Philippe Ackerer , Jean-François Girard , Anis Younes , Thierry A. Mara
8th International workshop on magnetic resonance, Oct 2021, Strasbourg, France
Communication dans un congrès hal-03864192v1
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Sensitivity analysis for models with dynamic inputs: a case study to control the heat consumption of a real passive house

Floriane Anstett-Collin , Thierry A. Mara , Jeanne Goffart , Lilianne Denis-Vidal
10ème Conférence Francophone de Modélisation, Optimisation et Simulation, MOSIM'14, Nov 2014, Nancy, France
Communication dans un congrès hal-01088077v1

Quasi-Random Balance Designs for Sensitivity Analysis

Stefano Tarantola , Elmar Plischke , Thierry A. Mara
Eleventh International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, Apr 2014, Leuven, Belgium
Communication dans un congrès hal-01086840v1
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A Leslie matrix model for Sicyopterus lagocephalus in La Reunion: sensitivity, uncertainty and research prioritization

Marc Artzrouni , Nils Teichert , Thierry A. Mara
Mathematical Biosciences, 2014, 256, pp.18-27. ⟨10.1016/j.mbs.2014.08.005⟩
Article dans une revue hal-01065667v1

Sky temperature modelisation and applications in building simulation

Laetitia Adelard , Florence Pignolet-Tardan , Thierry A. Mara , Philippe Lauret , François Garde , et al.
Renewable Energy, 1998, 15 (1-4), pp.418-430
Article dans une revue hal-00766267v1
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Comparison of two sets of Monte Carlo estimators of Sobol' indices

Ivano Azzini , Thierry A. Mara , Rossana Rosati
Environmental Modelling and Software, In press, 144, pp.105167
Article dans une revue hal-02866171v2
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Linear regression in the Bayesian framework

Thierry A. Mara
2019
Pré-publication, Document de travail hal-02264944v1
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Non-parametric methods for global sensitivity analysis of model output with dependent inputs

Thierry A. Mara , Stefano Tarantola , Paola Annoni
Environmental Modelling and Software, 2015, 72, pp.173-183. ⟨10.1016/j.envsoft.2015.07.010⟩
Article dans une revue hal-01182302v1
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A comparison of two Bayesian approaches for uncertainty quantification

Thierry A. Mara , Frederick Delay , François Lehmann , Anis Younes
Environmental Modelling and Software, 2016, 82, pp.21-30. ⟨10.1016/j.envsoft.2016.04.010⟩
Article dans une revue hal-01310576v1
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A validation methodology aid for improving a thermal building model: Case of diffuse radiation accounting in a tropical climate

Philippe Lauret , Thierry A. Mara , Harry Boyer , Laetitia Adelard , François Garde
Energy and Buildings, 2001, 33 (7), pp.711-718
Article dans une revue hal-00765785v1

Global sensitivity analysis and Bayesian parameter inference for solute transport in porous media colonized by biofilms

Anis Younes , Frédérick Delay , Noura Fajraoui , M. Fahs , Thierry A. Mara
Journal of Contaminant Hydrology, 2016, 191, pp.1-18. ⟨10.1016/j.jconhyd.2016.04.007⟩
Article dans une revue hal-01391887v1

Sensitivity Analysis of Model Output: Special Issue in Reliability Engineering & System Safety

Thierry A. Mara , Stefano Tarantola
2019
Ouvrages hal-02154986v1

Development of a New Model of Single-Speed Air Conditioners at Part-Load Conditions for Hourly Simulations

Thierry A. Mara , Eric Fock , François Garde , Franck Lucas
Journal of Solar Energy Engineering, 2005, 127 (2), pp.294-301. ⟨10.1115/1.1862267⟩
Article dans une revue hal-01096924v1
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Analyse du cas TEELOCK ASSOCIATES à l'aide de CODYRUN

Harry Boyer , Thierry A. Mara , François Garde , Laetitia Adelard
2001
Rapport hal-00783342v1

A new benchmark semi-analytical solution for density-driven flow in porous media

M. Fahs , A. Younes , Thierry A. Mara
Advances in Water Resources, 2014, 70, pp.24-35. ⟨10.1016/j.advwatres.2014.04.013⟩
Article dans une revue hal-01054303v1
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Use of Global Sensitivity and Data-Worth Analysis for an Efficient Estimation of Soil Hydraulic Properties

Anis Younes , Qian Shao , Thierry A. Mara , Husam Musa Baalousha , Marwan Fahs
Water, 2020, 12, ⟨10.3390/w12030736⟩
Article dans une revue hal-02733354v1

Application of PCE sensitivity analysis method to gas transmission network

Vytis Kopustinskas , Pavel Praks , Thierry A. Mara , R. Rossati
ESREL 2018, Jun 2018, Trondheim, Norway
Communication dans un congrès hal-02369782v1
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Extension of the RBD-FAST method to the computation of global sensitivity indices

Thierry A. Mara
Reliability Engineering and System Safety, 2009, 94, pp.1274-1281. ⟨10.1016/j.ress.2009.01.012⟩
Article dans une revue hal-01093036v1
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Use of Global Sensitivity Analysis and Polynomial Chaos Expansion for Interpretation of Non-reactive Transport Experiments in Laboratory-Scale Porous Media

N. Fajraoui , F. Ramasomanana , A. Younes , Thierry A. Mara , P. Ackerer , et al.
Water Resources Research, 2011, 47 (2), pp.W02521. ⟨10.1029/2010WR009639⟩
Article dans une revue insu-00576944v1

Dimensionality reduction for efficient Bayesian estimation of groundwater flow in strongly heterogeneous aquifers

Thierry A. Mara , Noura Fajraoui , Alberto Guadagnini , Anis Younes
Stochastic Environmental Research and Risk Assessment, 2016, 31 (9), pp.2313-2326. ⟨10.1007/s00477-016-1344-1⟩
Article dans une revue hal-01427673v1
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Addressing factors fixing setting from given data: A comparison of different methods

Thierry A. Mara , Benjamin Belfort , Vincent Fontaine , Anis Younes
Environmental Modelling and Software, 2017, 87, pp.29 - 38. ⟨10.1016/j.envsoft.2016.10.004⟩
Article dans une revue hal-01398207v1

Generation of stochastic weather data for uncertainty and sensitivity analysis of a low-energy building

Jeanne Goffart , Thierry A. Mara , Etienne Wurtz
Journal of Building Physics, 2016, pp.1-17. ⟨10.1177/1744259116668598⟩
Article dans une revue hal-01391892v1

Reactive Transport Parameter Estimation and Global Sensitivity Analysis Using Sparse Polynomial Chaos Expansion

Noura Fajraoui , Thierry A. Mara , Anis Younes , Rachida Bouhlila
Water, Air, and Soil Pollution, 2012, 223 (7), pp.4183--4197. ⟨10.1007/s11270-012-1183-8⟩
Article dans une revue istex hal-00918155v1

Sensitivity analysis of models with dynamic inputs Application to the impact of the weather data on the performance of passive houses

Floriane Anstett-Collin , Thierry A. Mara , Lilianne Denis-Vidal , Jeanne Goffart
SIAM Conference on Uncertainty Quantification 2014, Apr 2014, Savannah, Georgia, United States
Communication dans un congrès hal-00926463v1

Theoretical and Experimental study of anaerobic fermentation process in mesophil waste water treatment

Dominique Morau , Laetitia Adelard , Hery Rakotondramiarana , Thierry A. Mara , Jean-Claude Gatina
ISWA, International Solid Waste Association, 2004, Rome, Italy. pp.1-11
Communication dans un congrès hal-01162273v1