Mario Teixeira Parente

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Barbara WohlmuthProefssorin für Mathematik, TU MünchenVerified email at ma.tum.de
Steven MattisNaval Nuclear LaboratoryVerified email at colostate.edu
Gabriele ChiognaFaculty of Civil Geo and Environmental Engineering, TU MunichVerified email at tum.de
Daniel BittnerErftverband and Technical University of DresdenVerified email at tum.de
Christian FranzForschungszentrum JülichVerified email at fz-juelich.de
Dr. Marina GanevaJCNS, Forschungszentrum Jülich, GermanyVerified email at fz-juelich.de
Jonas WallinLund UniversityVerified email at stat.lu.se
Shubhangi GuptaGEOMAR Helmholtz Center for Ocean Research KielVerified email at geomar.de
Marcus NoackLawrence Berkeley National LaboratoryVerified email at lbl.gov

Mario Teixeira Parente

Interim Professor for Computational Statistics and Data Science, LMU München

Verified email at lmu.de - Homepage

Uncertainty quantification Bayesian statistics Dimension reduction Machine Learning


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Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces M Teixeira Parente, D Bittner, S Mattis, G Chiogna, B Wohlmuth Water Resources Research 55 (8), 7086-7107, 2019	28	2019
Generalized bounds for active subspaces M Teixeira Parente, J Wallin, B Wohlmuth Electronic Journal of Statistics 14 (1), 917-943, 2020	18	2020
Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model D Bittner, M Teixeira Parente, S Mattis, B Wohlmuth, G Chiogna Advances in Water Resources 135, 103472, 2019	17	2019
Efficient parameter estimation for a methane hydrate model with active subspaces M Teixeira Parente, S Mattis, S Gupta, C Deusner, B Wohlmuth Computational Geosciences 23 (2), 355-372, 2018	16	2018
Benchmarking Autonomous Scattering Experiments Illustrated on TAS M Teixeira Parente, A Schneidewind, G Brandl, C Franz, M Noack, ... Frontiers in Materials 8, 772014, 2022	4	2022
Active Subspaces in Bayesian Inverse Problems M Teixeira Parente Technische Universität München, 2020	3	2020
Active learning-assisted neutron spectroscopy with log-Gaussian processes M Teixeira Parente, G Brandl, C Franz, U Stuhr, M Ganeva, ... Nature Communications 14, 2246, 2023	1	2023
Autonomous Experiments for Neutron Three-Axis Spectrometers (TAS) with Log-Gaussian Processes M Teixeira Parente, G Brandl, C Franz, A Schneidewind, M Ganeva arXiv preprint arXiv:2105.07716, 2021	1	2021
How to model the impacts of land use changes in karstic environments: Model development, parameter dimension reduction and uncertainty quantification D Bittner, M Teixeira Parente, S Mattis, B Wohlmuth, M Disse, G Chiogna 46th Annual Congress of the International Association of Hydrogeologists, 2019		2019

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