Physical Domain Reconstruction with Finite Volume Neural Networks. Applied Artificial Intelligence, (37)1:2204261, https://doi.org/10.1080/08839514.2023.2204261 2023. [PUMA: IWSYEAR:2023 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia EXC2075 IWSSUBTYPE:article peerreviewed 1 IWSAUTHOR:NowakWolfgang from:sscheurer pn5 IWSAUTHOR:PraditiaTimothy IWSTYPEDE:Publikationen IWSABT:ls3 IWSMONTH:04 IWSTYPEEN:articles]
The Deep Arbitrary Polynomial Chaos Neural Network or how Deep Artificial Neural Networks could benefit from Data-Driven Homogeneous Chaos Theory. Neural Networks, (166):85-104, Elsevier, 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:09 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer peerreviewed pn5]
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]
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]
A computational approach to identifiability analysis for a model of the propagation and control of COVID-19 in Chile. Journal of Biological Dynamics, (17)1:2256774, Taylor & Francis, 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:KroekerIlja IWSMONTH:09 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]
Interdependenz von extremen Hochwasserabflüssen. Hydrologie und Wasserbewirtschaftung, (67)5Bundesanstalt für Gewässerkunde, Koblenz, October 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023] URL
Technical note: Overview and comparison of three quality control algorithms for rainfall data from personal weather stations. Hydrology and Earth System Sciences Discussions, (2023):1--22, 2023 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023] URL
Data formats and standards for opportunistic rainfall sensors. Open Research Europe, (3)169February 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
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]
Statistical Analysis of Climate Trends and Impacts on Groundwater Sustainability in the Lower Indus Basin. Sustainability, (16)1:441, MDPI, January 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:AhmedWaqas IWSMONTH:01 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]
Data-Driven Prediction and Uncertainty Quantification of Process Parameters for Directed Energy Deposition. Materials, (16)23November 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSMONTH:11 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023] URL
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]
Introducing seasonal snow memory into the RUSLE. Journal of Soils and Sediments, (22)5:1609--1628, Springer, March 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:OreamunoMaria IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022]
Current and future water balance for coupled human-natural systems – Insights from a glacierized catchment in Peru. Journal of Hydrology: Regional Studies, (41):101063, Elsevier BV, June 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:06 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022] URL
Rainfall estimates from opportunistic sensors in Germany across spatio-temporal scales. Journal of Hydrology: Regional Studies, (37):100883, Elsevier BV, October 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BardossyAndras IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021] URL
Aufbau eines Hochwasser-, Starkregen- und Betriebspunktemonitorings im Einzugsgebiet der Echaz und in weiteren Gewässersystemen. Aufbau eines Hochwasser-, Starkregen- und Betriebspunktemonitorings im Einzugsgebiet der Echaz und in weiteren Gewässersystemen, (2021)7:434–441, GFA, July 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:07 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021] URL
The use of personal weather station observations to improve precipitation estimation and interpolation. Hydrology and Earth System Sciences, (25)2:583--601, February 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BardossyAndras IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021] URL
Hydrological Modelling in Data Sparse Environment: Inverse Modelling of a Historical Flood Event. Water, (12)11:3242, MDPI AG, November 2020. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:AnwarFaizan IWSAUTHOR:BardossyAndras IWSAUTHOR:SeidelJochen IWSMONTH:11 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020] URL
Precipitation Characteristics at Two Locations in the Tropical Andes by Means of Vertically Pointing Micro-Rain Radar Observations. Remote Sensing, (11)24:2985, MDPI AG, December 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019] URL
Integrated modelling of a megacity water system – The application of a transdisciplinary approach to the Lima metropolitan area. Journal of Hydrology, (573):983–993, Elsevier BV, June 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:06 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019] URL
Causative classification of river flood events. WIREs Water, (6)4Wiley, May 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:AnwarFaizan IWSAUTHOR:BardossyAndras IWSAUTHOR:SeidelJochen IWSMONTH:05 IWSTYPENR:1 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSYEAR:2019] URL
Quality and Value of Seasonal Precipitation Forecasts Issued by the West African Regional Climate Outlook Forum. Journal of Applied Meteorology and Climatology, (58)3:621–642, American Meteorological Society, March 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019] URL
Evaluierung hochaufgelöster Ensemble-Niederschlagsvorhersagen für die Hochwasserfrühwarnung in kleinräumigen Flussgebieten am Beispiel der Starkregenperiode 2016 in Deutschland. Bundesanstalt für Gewässerkunde, Koblenz, June 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:06 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019] URL
Water temperatures in the headwaters of the Volga River: Trend analyses, possible future changes, and implications for a pan‐European perspective. River Research and Applications, (34)6:495–505, Wiley, April 2018. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH04: IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2018] URL
Cross-Scale Precipitation Variability in a Semiarid Catchment Area on the Western Slopes of the Central Andes. Journal of Applied Meteorology and Climatology, (57)3:675–694, American Meteorological Society, March 2018. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2018] URL
Bewertung von Ensemble-Abflussvorhersagen für die operationelle Hochwasserwarnung. Hydrologie und Wasserbewirtschaftung, im Druck, June 2017. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BardossyAndras IWSAUTHOR:SeidelJochen IWSMONTH:06 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2017]
Mobile measurement techniques for local and micro-scale studies in urban and topo-climatology. DIE ERDE – Journal of the Geographical Society of Berlin, 1:15–39, Gesellschaft für Erdkunde zu Berlin, March 2016. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2016] URL
The changing water cycle: climatic and socioeconomic drivers of water‐related changes in the Andes of Peru. WIREs Water, (2)6:715–733, Wiley, September 2015. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:09 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2015] URL
Statistical analysis of sub-daily precipitation extremes in Singapore. Journal of Hydrology: Regional Studies, (3):337–358, Elsevier BV, March 2015. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2015] URL
Detection of the bright band with a vertically pointing k-band radar. Meteorologische Zeitschrift, (23)5:527–534, Schweizerbart, December 2014. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2014] URL
Potential of historical meteorological and hydrological data for the reconstruction of historical flood events – the example of the 1882 flood in southwest Germany. Natural Hazards and Earth System Sciences, (9)1:175–183, Copernicus GmbH, February 2009. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2009] URL
Discharges of past flood events based on historical river profiles. Hydrology and Earth System Sciences, (12)5:1201–1209, Copernicus GmbH, October 2008. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2008] URL
Holocene sediment budgets in two river catchments in the Southern Upper Rhine Valley, Germany. Geomorphology, (92)3–4:198–207, Elsevier BV, December 2007. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2007] URL
Holocene floodplain sediment storage and hillslope erosion within the Rhine catchment. The Holocene, (17)1:105–118, SAGE Publications, January 2007. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:01 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2007] URL
Hydrometeorological reconstruction of the 1824 flood event in the Neckar River basin (southwest Germany). Hydrological Sciences Journal, (51)5:864--877, Informa UK Limited, October 2006. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2006] URL
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]
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]
Climate Change Impact on Sub-Tropical Lakes Ecosystem – Lake Kinneret as a Case Study. (Science of The Total Environment)Elsevier BV, November 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SchlabingDirk IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024] URL
Ensemble Modeling of the Impact of Climate Warming and Increased Frequency of Extreme Climatic Events on the Thermal Characteristics of a Sub-Tropical Lake. Water, (12)7:1982, MDPI AG, July 2020. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SchlabingDirk IWSMONTH:07 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020] URL
A data-driven fuzzy approach to simulate the critical shear stress of mixed cohesive/non-cohesive sediments. Journal of Soils and Sediments, (18)10:3070–3081, Springer Science and Business Media LLC, November 2017. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:SchaeferRodriguesSilvaAline IWSAUTHOR:SchlabingDirk IWSMONTH:11 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2017] 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]
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
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]
Cu(II) and Cd(II) Removal Efficiency of Microbially Redox-Activated Magnetite Nanoparticles. ACS Earth Sp. Chem., (7)10:1837--1847, October 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:WeiRan IWSMONTH:10 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023]
Modeling the Dynamics of Mixture Toxicity and Effects of Organic Micropollutants in a Small River under Unsteady Flow Conditions. Environ. Sci. Technol., (56)20:14397--14408, September 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:WeiRan IWSMONTH:09 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022]
Separation of photochemical and non-photochemical diurnal in-stream attenuation of micropollutants. Environ. Sci. Technol., (55)13:8908--8917, June 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:WeiRan IWSMONTH:06 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021]
Probabilistic downscaling of EURO-CORDEX precipitation data for the assessment of future areal precipitation extremes of different durations. Hydrology and Earth System Sciences Discussions, (2024):1--34, January 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BardossyAndras IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:01 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024] URL
Controlling a Vlasov-Poisson Plasma by a Particle-in-Cell Method based on a Monte Carlo Framework. SIAM Journal on Control and Optimization, 2024 (accepted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:ScheurerStefania IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
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]