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4Opportunities and challenges in CO2 geologic utilization and storage
L. Zhang, W. Nowak, S. Oladyshkin, Y. Wang, and J. Cai. Advances in geo-energy research, 8 (3): 141-145 (2023)
2 days ago by @unibiblio
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3Physical Domain Reconstruction with Finite Volume Neural Networks
C. Horuz, M. Karlbauer, T. Praditia, M. Butz, S. Oladyshkin, W. Nowak, and S. Otte. 37 (1): 2204261 (2023)
17 days ago by @unibiblio
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1Evaluation and Error Decomposition of IMERG Product Based on Multiple Satellite Sensors
Y. Li, K. Zhang, A. Bardossy, X. Shen, and Y. Cheng. Remote sensing, 15 (6): 1710 (2023)
a month ago by @unibiblio
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1Why do our rainfall–runoff models keep underestimating the peak flows?
A. Bardossy, and F. Anwar. Hydrology and earth system sciences, 27 (10): 1987-2000 (2023)
2 months ago by @unibiblio
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3Hydraulically induced fracturing in heterogeneous porous media using a TPM-phase-field model and geostatistics
A. Wagner, A. Sonntag, S. Reuschen, W. Nowak, and W. Ehlers. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), 23, 1, page e202200118. Wiley-VCH, (2023)
2 months ago by @unibiblio
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1Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark
R. Kohlhaas, I. Kröker, S. Oladyshkin, and W. Nowak. Computational geosciences, (2023)
2 months ago by @unibiblio
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5Learning Groundwater Contaminant Diffusion-Sorption Processes With a Finite Volume Neural Network
T. Praditia, M. Karlbauer, S. Otte, S. Oladyshkin, M. Butz, and W. Nowak. Water resources research, 58 (12): e2022WR033149 (2022)
2 months ago by @unibiblio
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4Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario
M. Köppel, F. Franzelin, I. Kröker, S. Oladyshkin, G. Santin, D. Wittwar, A. Barth, B. Haasdonk, W. Nowak, D. Pflüger and 1 other author(s). Computational geosciences, (2019)
3 months ago by @unibiblio
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1Changing correlations: a flexible definition of non-Gaussian multivariate dependence
A. Bárdossy. Stochastic environmental research and risk assessment, (2023)
4 months ago by @unibiblio
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5Stability criteria for Bayesian calibration of reservoir sedimentation models
K. Mouris, E. Espinoza, S. Schwindt, F. Mohammadi, S. Haun, S. Wieprecht, and S. Oladyshkin. Modeling earth systems and environment, (2023)
4 months ago by @unibiblio
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2Bayesian Calibration Points to Misconceptions in Three-Dimensional Hydrodynamic Reservoir Modeling
S. Schwindt, S. Medrano, K. Mouris, F. Beckers, S. Haun, W. Nowak, S. Wieprecht, and S. Oladyshkin. Water resources research, 59 (3): e2022WR033660 (2023)
4 months ago by @unibiblio
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1Technical Note: Space–time statistical quality control of extreme precipitation observations
A. El Hachem, J. Seidel, F. Imbery, T. Junghänel, and A. Bardossy. Hydrology and earth system sciences, 26 (23): 6137-6146 (2022)
5 months ago by @unibiblio
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5Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation
S. Xiao, and W. Nowak. Aerospace science and technology, 130 (November): 107938 (2022)
8 months ago by @unibiblio
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1Coupled biophysical and decision-making processes in grassland systems in East African savannahs – A modelling framework
C. Marohn, C. Troost, B. Warth, C. Bateki, M. Zijlstra, F. Anwar, B. Williams, K. Descheemaeker, T. Berger, F. Asch and 3 other author(s). Ecological modelling, 474 (December): 110113 (2022)
8 months ago by @unibiblio
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2The method of forced probabilities : a computation trick for Bayesian model evidence
I. Banerjee, P. Walter, A. Guthke, K. Mumford, and W. Nowak. Computational geosciences, 27 (1): 45-62 (2023)
9 months ago by @unibiblio
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1Kontinuierliche synthetische Niederschläge für stadthydrologische Bemessungen in Deutschland
U. Haberlandt, S. Krämer, A. Bardossy, A. Bartens, P. Birkholz, M. Eisele, L. Fuchs, O. Herrmann, A. Kuchenbecker, S. Maßmann and 4 other author(s). Hydrologie und Wasserbewirtschaftung, 66 (3): 106-121 (2022)
9 months ago by @unibiblio
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1Infering Boundary Conditions in Finite Volume Neural Networks
C. Horuz, M. Karlbauer, T. Praditia, M. Butz, S. Oladyshkin, W. Nowak, and S. Otte. Artificial Neural Networks and Machine Learning : ICANN 2022, volume 1 of Lecture Notes in Computer Science, page 538-549. Cham, Springer, (2022)
9 months ago by @unibiblio
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1Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator : Data and Software
R. Kohlhaas, I. Kröker, S. Oladyshkin, and W. Nowak. Software, (2023)
9 months ago by @unibiblio
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1Verbesserung der Abschätzung von Gebietsniederschlägen mittels opportunistischer Niederschlagsmessungen am Beispiel des Ahr-Hochwassers im Juli 2021
A. Bárdossy, J. Seidel, M. Eisele, A. El Hachem, H. Kunstmann, C. Chwala, M. Graf, N. Demuth, and N. Gerlach. Hydrologie und Wasserbewirtschaftung, 66 (4): 208-214 (2022)
10 months ago by @unibiblio
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1Diagnosing similarities in probabilistic multi-model ensembles : an application to soil–plant-growth-modeling
A. Schäfer Rodrigues Silva, T. Weber, S. Gayler, A. Guthke, M. Höge, W. Nowak, and T. Streck. Modeling earth systems and environment, 8 (4): 5143-5175 (2022)
12 months ago by @unibiblio
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4Opportunities and challenges in CO2 geologic utilization and storage

3Physical Domain Reconstruction with Finite Volume Neural Networks

1Evaluation and Error Decomposition of IMERG Product Based on Multiple Satellite Sensors

1Why do our rainfall–runoff models keep underestimating the peak flows?

3Hydraulically induced fracturing in heterogeneous porous media using a TPM-phase-field model and geostatistics

1Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark

5Learning Groundwater Contaminant Diffusion-Sorption Processes With a Finite Volume Neural Network

4Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario

1Changing correlations: a flexible definition of non-Gaussian multivariate dependence

5Stability criteria for Bayesian calibration of reservoir sedimentation models

2Bayesian Calibration Points to Misconceptions in Three-Dimensional Hydrodynamic Reservoir Modeling

1Technical Note: Space–time statistical quality control of extreme precipitation observations

5Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation

1Coupled biophysical and decision-making processes in grassland systems in East African savannahs – A modelling framework

2The method of forced probabilities : a computation trick for Bayesian model evidence

1Kontinuierliche synthetische Niederschläge für stadthydrologische Bemessungen in Deutschland

1Infering Boundary Conditions in Finite Volume Neural Networks

1Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator : Data and Software

1Verbesserung der Abschätzung von Gebietsniederschlägen mittels opportunistischer Niederschlagsmessungen am Beispiel des Ahr-Hochwassers im Juli 2021

1Diagnosing similarities in probabilistic multi-model ensembles : an application to soil–plant-growth-modeling

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