Transfer learning achieves high recall for object classification in fluvial environments with limited data. Geomorphology, (455):109185, April 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:MeisingerLisa IWSAUTHOR:NowakWolfgang IWSAUTHOR:SchwindtSebastian IWSMONTH:04 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Coordinated Optimization of Water-Energy System Operation. EURO 2024 Conference Handbook and Abstracts, 33rd European Conference on Operational Research (EURO 2024), Copenhagen DK, June 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:MartinPatrick IWSAUTHOR:NowakWolfgang IWSMONTH:06 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
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, (156):127149, March 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation. Mechanical Systems and Signal Processing, (212):111300, February 2024. [PUMA: IWSYEAR:2024 IWSTYPENR:1 IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSAUTHOR:XiaoSinan IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles IWSMONTH:02] URL
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, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Bayesian Methods for Parameter Inference, Uncertainty Quantification, Error Modelling, Model Learning and Model Choice in Hydrology. Geophys. Res. Abstr., (25, EGU2024-2300)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Error-aware surrogate modelling with input dimension reduction for groundwater modelling in heterogenous media. Geophys. Res. Abstr., (26, EGU24-12586)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection. Geophys. Res. Abstr., (26, EGU24-12859)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Data-driven surrogate-based Bayesian model calibration for predicting vadose zone temperatures in drinking water supply pipes. Geophys. Res. Abstr., (25, EGU2024-7820)April 2024. [PUMA: 2 HaslauerClaus IWSABT:ls3 IWSAUTHOR: IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Estimating catchment-wide total groundwater storage via space-time kriging provides calibration data for catchment-scale groundwater balance models. Geophys. Res. Abstr., (25, EGU2024-10521)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:EjazFahad IWSAUTHOR:NowakWolfgang IWSAUTHOR:WildtNils IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Bayesian Active Learning for Regularized Multi-Resolution Arbitrary Polynomial Chaos using Information Theory.. International Journal for Uncertainty Quantification, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:KohlhaasRebecca IWSAUTHOR:KroekerIlja IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Within-Season crop yield prediction by a multi-model ensemble with integrated data assimilation. Field Crops Research, (308)109293February 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Overdispersion in gate tomography: Experiments and continuous, two-scale random walk model on the Bloch sphere. ACM Transactions on Quantum Computing, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Uncertainties and robustness with regard to the safety of a repository for high-level radioactive waste: Introduction of a research initiative. Environmental Earth Sciences, (83)2January 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:01 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Coordinated Optimization of Water Supply Systems with Evolving Energy Systems. Fall Meeting 2023, H31N-07San Francisco, CA, USA, 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:MartinPatrick IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023]
Learning PFAS mechanisms with a FInite Volume Neural Network (FINN). Fall Meeting 2023, San Francisco, CA, USA, December 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaslauerClaus IWSAUTHOR:NowakWolfgang IWSAUTHOR:ScheurerStefania IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023]
Random Fracture Models - Towards Statistical Realism and Validation. Fall Meeting 2023, San Francisco, CA, USA, December 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023 f]
Estimating total groundwater storage and its associated uncertainty through spatiotemporal Kriging of groundwater-level data. Journal of Hydrology, 2024 (submitted). [PUMA: IWSAUTHOR:WildtNils IWSYEAR:2024 IWSMONTH:12 IWSTYPENR:1 IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles IWSAUTHOR:EjazFahad]
Comparison of Four Competing Invasion Percolation Models for Gas Flow in Porous Media. Water Resources Research, 2023 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]
Opportunities and challenges in CO2 geologic utilization and storage. Advances in Geo-Energy Research, (8)3:141-145, July 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:07 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]