Wolfgang Nowak
Universität Stuttgart
H-index: 46
Europe-Germany
Top articles of Wolfgang Nowak
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Data-driven surrogate-based Bayesian model calibration for predicting vadose zone temperatures in drinking water supply pipes | Ilja Kröker Elisabeth Nißler Sergey Oladyshkin Wolfgang Nowak Claus Haslauer | 2024/3/7 | |
Transfer learning achieves high recall for object classification in fluvial environments with limited data | Geomorphology | Sebastian Schwindt Lisa Meisinger Beatriz Negreiros Tim Schneider Wolfgang Nowak | 2024/4/4 |
Representing systematic and random errors of eddy covariance measurements in suitable likelihood models for robust model selection | Tobias Karl David Weber Alexander Schade Robert Rauch Sebastian Gayler Joachim Ingwersen | 2024/3/7 | |
Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference solutions, procedure and a first comparison | Hydrology and Earth System Sciences Discussions | Teng Xu Sinan Xiao Sebastian Reuschen Nils Wildt Harrie-Jan Hendricks Franssen | 2024/3/18 |
Within-season crop yield prediction by a multi-model ensemble with integrated data assimilation | Field Crops Research | Hossein Zare Tobias KD Weber Joachim Ingwersen Wolfgang Nowak Sebastian Gayler | 2024/3/15 |
Estimating catchment-wide total groundwater storage via space-time kriging provides calibration data for catchment-scale groundwater balance models | Fahad Ejaz Nils Wildt Wolfgang Nowak Thomas Wöhling | 2024/3/7 | |
Error-aware surrogate modelling with input dimension reduction for groundwater modelling in heterogenous media | Maria Fernanda Morales Oreamuno Sergey Oladyshkin Wolfgang Nowak | 2024/3/7 | |
Uncertainties and robustness with regard to the safety of a repository for high-level radioactive waste: introduction of a research initiative | Environmental Earth Sciences | Kata Kurgyis Peter Achtziger-Zupančič Merle Bjorge Marc S Boxberg Matteo Broggi | 2024/1 |
Improving winter wheat yield prediction by accounting for weather and model parameter uncertainty while assimilating LAI and updating weather data within a crop model | European Journal of Agronomy | Hossein Zare Michelle Viswanathan Tobias KD Weber Joachim Ingwersen Wolfgang Nowak | 2024/5/1 |
The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection | Qian Chen Marc S Boxberg Nino Menzel Maria F Morales Oreamuno Wolfgang Nowak | 2024/3/7 | |
Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation | Mechanical Systems and Signal Processing | Sinan Xiao Wolfgang Nowak | 2024/4/15 |
Comprehensive uncertainty analysis for surface water and groundwater projections under climate change based on a lumped geo-hydrological model | Journal of Hydrology | Fahad Ejaz Anneli Guthke Thomas Wöhling Wolfgang Nowak | 2023/11/1 |
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning | arXiv preprint arXiv:2306.08506 | Tim Schneider Amin Totounferoush Wolfgang Nowak Steffen Staab | 2023/6/14 |
Experimental evaluation and uncertainty quantification for a fractional viscoelastic model of salt concrete | Mechanics of Time-Dependent Materials | Matthias Hinze Sinan Xiao André Schmidt Wolfgang Nowak | 2023/3 |
Comparison of Four Competing Invasion Percolation Models for Gas Flow in Porous Media | Authorea Preprints | Ishani Banerjee Anneli Guthke Cole JC Van De Ven Kevin G Mumford Wolfgang Nowak | 2023/9/8 |
Opportunities and challenges in CO2 geologic utilization and storage. | Liwei Zhang Wolfgang Nowak Sergey Oladyshkin Yan Wang Jianchao Cai | 2023/6/1 | |
The method of forced probabilities: a computation trick for Bayesian model evidence | Computational Geosciences | Ishani Banerjee Peter Walter Anneli Guthke Kevin G Mumford Wolfgang Nowak | 2023/2 |
The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory | Neural Networks | Sergey Oladyshkin Timothy Praditia Ilja Kroeker Farid Mohammadi Wolfgang Nowak | 2023/9/1 |
Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the … | Computational Geosciences | Rebecca Kohlhaas Ilja Kröker Sergey Oladyshkin Wolfgang Nowak | 2023/6 |
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms | Journal of Computational Physics | Paul-Christian Bürkner Ilja Kröker Sergey Oladyshkin Wolfgang Nowak | 2023/9/1 |
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