Coordinated Optimization of Water-Energy System Operation. EURO 2024 Conference Handbook and Abstracts, 33rd European Conference on Operational Research (EURO 2024), Copenhagen DK, Juni 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]
Comparative Analysis of Parameter Optimization of Theoretically Consistent IDF Models of Rainfall Intensity. Geophys. Res. Abstr., (EGU23-14215)2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:AminBushra IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023]
Uncertainty Quantification of Theoretical Consistent Intensity Duration Frequency (IDF) Curves of Rainfall Intensity. Geophys. Res. Abstr., (EGU24-15926)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:AminBushra IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Using personal weather station data for improving precipitation estimates and gauge adjustment of radar data. Geophys. Res. Abstr., (25, EGU2024-5437)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:BardossyAndras IWSAUTHOR:ElHachemAbbas IWSAUTHOR:SeidelJochen IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]
Modeling combined with fieldwork on surface water quality: the sources and fate of mixture effects under unsteady flow. Integrated Hydrosystem Modeling Conference, Tübingen, Germany, Oktober 2021. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:WeiRan IWSMONTH:10 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021]
Modeling combined with fieldwork on surface water quality: the sources and fate of mixture effects under unsteady flow. Fall Meeting 2021, New Orleans, LA, USA & online, Dezember 2021. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:WeiRan IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021]
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]
Open-Access Precipitation Networks and Machine Learning Algorithms as Tools for Flood Severity Prediction. Lecture Notes in Civil Engineering, 131--142, Springer Singapore, November 2021. [PUMA: 3 IWSABT:ls3 IWSAUTHOR:SeidelJochen IWSMONTH:11 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021] URL
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, Dezember 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, Dezember 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]
Optimizing Pressure Monitoring in a Water Distribution Network through Bayesian Calibration. 18th Pipeline Technology Conference 2023, EITEP Institute, Berlin, Germany, 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:KoeseGoezde IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:05 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023 from:sscheurer] URL
Inferring Boundary Conditions in Finite Volume Neural Networks. In Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, und Mehmet Aydin (Hrsg.), International Conference on Artificial Neural Networks and Machine Learning -- ICANN 2022, 538-549, Springer International Publishing, Cham, 2022. [PUMA: 2 EXC2075 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2022 from:ls3 from:timothypraditia peerreviewed pn5]
PDEBench: An Extensive Benchmark for Scientific Machine Learning. 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks, 2022. [PUMA: IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSYEAR:2022 IWSTYPENR:3 IWSMONTH:3 from:timothypraditia EXC2075 peerreviewed 2 IWSSUBTYPE:inproceedings pn5 IWSAUTHOR:PraditiaTimothy IWSABT:ls3]
Composing Partial Differential Equations with Physics-Aware Neural Networks. Proceedings of the 39th International Conference on Machine Learning, 10773--10801, Baltimore, USA, 17--23 Jul 2022. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2022]
Finite Volume Neural Networks: a Hybrid Modeling Strategy for Subsurface Contaminant Transport. AGU Fall Meeting 2021, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021 from:timothypraditia]