Publications

Simón Moreno-Leiva, Jannik Haas, Wolfgang Nowak, Willy Kracht, Ludger Eltrop, and Christian Breyer. Integration of seawater pumped storage and desalination in multi-energy systems planning: the case of a key material for the energy transition. Applied Energy, (299):117298, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:Moreno-LeivaSimon IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Ishani Banerjee, Anneli Guthke, Cole J.C. Van de Ven, Kevin G. Mumford, and Wolfgang Nowak. Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data. Water Resources Research, (57)7:e2021WR029986, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Sebastian Reuschen, Anneli Guthke, and Wolfgang Nowak. The Four Ways to Consider Measurement Noise in Bayesian Model Selection - And Which One to Choose. Water Resources Research, (57):e2021WR030391, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

R. Lillo, M. Olivares, and J. Haas. Grid-wide assessment of varying re-regulation storage capacity for hydropeaking mitigation. Journal of Environmental Management, (293):112866, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia] URL

S. Manjunath, M. Yeligeti, M. Fyta, J. Haas, and H.C. Gils. Impact of COVID-19 on electricity demand: Deriving minimum states of system health for studies on resilience. Data, (6)762021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Han-fang Hsueh, Anneli Guthke, Thomas Wöhling, and Wolfgang Nowak. Diagnosis of model-structural errors with a sliding time-window Bayesian analysis. Water Resources Research, (58):e2021WR030590, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HsuehHan-Fang IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Kai Cheng, Lu Z, Sinan Xiao, Sergey Oladyshkin, and Wolfgang Nowak. Mixed covariance function Kriging model for uncertainty quantification. International Journal for Uncertainty Quantification, (12)3:17-30, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia]

Jannik Haas, Luis Prieto, Narges Ghorbani, and Christian Breyer. Revisiting the potential of pumped-hydro energy storage: a method to detect economically attractive sites. Renewable Energy, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Antonio Galván, Jannik Haas, Patrick Martin, Wolfgang Nowak, Rodrigo Palma-Behnke, and Christian Breyer. Exporting sunshine: Planning South America's energy transition with hydrogen exports. AGU Fall Meeting 2021, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021 from:timothypraditia]

Jannik Haas, Andrea Campoverde, and Lorenzo Reyes. Agrivoltaic systems in Latin America: Mapping the synergies for climates and crops. AGU Fall Meeting 2021, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021 from:timothypraditia]

Jannik Haas, María del Carmen Bustamante Rubio, Antonio Galván, Marcelo A. Olivares, Pablo A. Mendoza, and Guilherme Marques. Planning South America's energy transition: Hydropower inflows and synthetic hydropower cascades. AGU Fall Meeting 2021, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2021 from:timothypraditia]

Timothy Praditia, Sergey Oladyshkin, and Wolfgang Nowak. 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]

S. Xiao, T. Xu, S. Reuschen, W. Nowak, and H.-J.H. Franssen. Bayesian inversion of multi-Gaussian log-conductivity fields with uncertain hyperparameters: an extension of preconditioned Crank-Nicolson Markov chain Monte Carlo with parallel tempering. Water Resources Research, (57):e2021WR030313, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Simón Moreno-Leiva, Jannik Haas, Wolfgang Nowak, Willy Kracht, Ludger Eltrop, and Christian Breyer. Flexible copper: exploring capacity-based energy demand flexibility in the industry. Applied Energy, 2021 (submitted). [PUMA: IWSMONTH:12 IWSYEAR:2021 IWSTYPENR:1 from:timothypraditia IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSAUTHOR:HaasJannik IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:Moreno-LeivaSimon IWSTYPEEN:articles]

Luciana Chavez Rodriguez, Ana González-Nicolás, Brian Ingalls, Wolfgang Nowak, Sinan Xiao, and Holger Pagel. Optimal design of experiments to improve the characterization of atrazine degradation pathways in soil. European Journal of Soil Science, (73)1:e13211, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:González-NicolásAna IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, and Martin V Butz. 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]

Peyman Saemiana, Seyed-Mohammad Hosseini-Moghari, Iman Fatehi, Vahid Shoarinezhad, Ehsan Modiri, Mohammad J. Tourian, Qiuhong Tang, Wolfgang Nowak, András Bárdossy, and Nico Sneeuw. Comprehensive comparison of precipitation datasets over Iran. Journal of Hydrology, (603):127054, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Abelardo Rodriguez-Pretelin, Eric Morales-Casique, and Wolfgang Nowak. Optimization-based clustering of random fields for computationally efficient and goal-oriented uncertainty quantification: concept and demonstration for delineation of wellhead protection areas in transient aquifers. Advances in Water Resources, (162):104146, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia]

Amin E. Bakhshipour, Ulrich Dittmer, Ali Haghighi, and Wolfgang Nowak. Hybrid green-blue-gray decentralized urban drainage systems design, a simulation-optimization framework. Journal of Environmental Management, (249):109364, 2019. [PUMA: IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSYEAR:2021 IWSTYPENR:1 from:timothypraditia IWSTYPEDE:Publikationen IWSABT:ls3 IWSSUBTYPE:article IWSTYPEEN:articles]

Ana González-Nicolás, Deborah Bilgic, Ilja Kröker, Assem Mayar, Luca Trevisan, Holger Steeb, Silke Wieprecht, and Wolfgang Nowak. Optimal exposure time in Gamma-Ray Attenuation experiments for monitoring time-dependent densities. Transport in Porous Media, (143):463-496, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:González-NicolásAna IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia]