Prof. Dr.
Mario Teixeira Parente
Mathematik
Contact
Room
T1.4.21
Colloquium
Do. 09:45-11:15 Uhr
Phone
(07231) 28-606510/2024 - today: Professor of Mathematics at Pforzheim University
04/2024 - 09/2024: Senior Data Scientist at Entrix
10/2023 - 03/2024: Interim professor at Ludwig-Maximilians-Universität München
10/2020 - 09/2023: Postdoc for Jülich Centre for Neutron Science at Forschungsreaktor München II
10/2016 - 09/2020: PhD in Mathematics (Dr. rer. nat.) at TUM Chair for Numerical Mathematics (Prof. Barbara Wohlmuth)
2013 - 2016: Master program "Mathematics" (M.Sc.) at Ludwig-Maximilians-Universität München
2010 - 2013: Bachelor program "Scientific Computing" (B.Sc.) at University of Applied Sciences Munich
2007 - 2010: Apprenticeship as a software developer at Rohde & Schwarz
2007: Fachhochschulreife (Fachoberschule Erding)
2005: Mittlere Reife (Realschule Ismaning)
[Website: https://www.mateipa.de]
2020 - Mathematics
Technische Universtät München
Germany
2016 - Mathematics
Ludwig-Maximilians-Universität
Germany
2013 - Scientific Computing
Hochschule München
Germany
since
Helmholtz AI Best Paper 2023
Calculus , Linear Algebra , Numerics , Stochastics
Journal article
TEIXEIRA PARENTE, M., BRANDL, G., FRANZ, C., STUHR, U., GANEVA, M., SCHNEIDEWIND, A. (2023). Active learning-assisted neutron spectroscopy with log-Gaussian processes. Nature Communications, 14, 2246. doi:10.1038/s41467-023-37418-8.
TEIXEIRA PARENTE, M., SCHNEIDEWIND, A., BRANDL, G., FRANZ, C., NOACK, M., BOEHM, M., GANEVA, M. (2022). Benchmarking autonomous scattering experiments illustrated on TAS. Frontiers in Materials, 8, 772014. doi:10.3389/fmats.2021.772014.
BITTNER, D., TEIXEIRA PARENTE, M., MATTIS, S., WOHLMUTH, B., CHIOGNA, G. (2020). Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model. ADVANCES IN WATER RESOURCES, 135, 103472. doi:10.1016/j.advwatres.2019.103472.
TEIXEIRA PARENTE, M., WALLIN, J., WOHLMUTH, B. (2020). Generalized bounds for active subspaces. Electronic Journal of Statistics, 14 (1), 917–943. doi:10.1214/20-EJS1684.
TEIXEIRA PARENTE, M., MATTIS, S., GUPTA, S., DEUSNER, C., WOHLMUTH, B. (2019). Efficient parameter estimation for a methane hydrate model with active subspaces. COMPUTATIONAL GEOSCIENCES, 23 (2), 355-372. doi:10.1007/s10596-018-9769-x.
TEIXEIRA PARENTE, M., BITTNER, D., MATTIS, S., CHIOGNA, G., WOHLMUTH, B. (2019). Bayesian calibration and sensitivity analysis for a karst aquifer model using active subspaces. WATER RESOURCES RESEARCH, 55 (8), 7086–7107. doi:10.1029/2019WR024739.
Dissertation
TEIXEIRA PARENTE, M. (2020). Active Subspaces in Bayesian Inverse Problems. Technische Universität München, München, Germany.