| Erscheinungsdatum | Titel | Autor(en) |
| 2020 | Bayesian calibration and validation of a large‐scale and time‐demanding sediment transport model | Beckers, Felix; Heredia, Andrés; Noack, Markus; Nowak, Wolfgang; Wieprecht, Silke; Oladyshkin, Sergey |
| 2023 | Bayesian calibration points to misconceptions in three‐dimensional hydrodynamic reservoir modeling | Schwindt, Sebastian; Callau Medrano, Sergio; Mouris, Kilian; Beckers, Felix; Haun, Stefan; Nowak, Wolfgang; Wieprecht, Silke; Oladyshkin, Sergey |
| 2020 | Bayesian model weighting : the many faces of model averaging | Höge, Marvin; Guthke, Anneli; Nowak, Wolfgang |
| 2021 | Characterization of export regimes in concentration-discharge plots via an advanced time-series model and event-based sampling strategies | González-Nicolás, Ana; Schwientek, Marc; Sinsbeck, Michael; Nowak, Wolfgang |
| 2022 | Combining crop modeling with remote sensing data using a particle filtering technique to produce real-time forecasts of winter wheat yields under uncertain boundary conditions | Zare, Hossein; Weber, Tobias K. D.; Ingwersen, Joachim; Nowak, Wolfgang; Gayler, Sebastian; Streck, Thilo |
| 2022 | Diagnosis of model errors with a sliding time‐window Bayesian analysis | Hsueh, Han‐Fang; Guthke, Anneli; Wöhling, Thomas; Nowak, Wolfgang |
| 2005 | Geostatistical methods for the identification of flow and transport parameters in the subsurface | Nowak, Wolfgang |
| 2023 | Hydraulically induced fracturing in heterogeneous porous media using a TPM‐phase‐field model and geostatistics | Wagner, Arndt; Sonntag, Alixa; Reuschen, Sebastian; Nowak, Wolfgang; Ehlers, Wolfgang |
| 2020 | Improving thermochemical energy storage dynamics forecast with physics-inspired neural network architecture | Praditia, Timothy; Walser, Thilo; Oladyshkin, Sergey; Nowak, Wolfgang |
| 2023 | Information‐theoretic scores for Bayesian model selection and similarity analysis : concept and application to a groundwater problem | Morales Oreamuno, Maria Fernanda; Oladyshkin, Sergey; Nowak, Wolfgang |
| 2021 | Integrating structural resilience in the design of urban drainage networks in flat areas using a simplified multi-objective optimization framework | Bakhshipour, Amin E.; Hespen, Jessica; Haghighi, Ali; Dittmer, Ulrich; Nowak, Wolfgang |
| 2022 | Learning groundwater contaminant diffusion‐sorption processes with a finite volume neural network | Praditia, Timothy; Karlbauer, Matthias; Otte, Sebastian; Oladyshkin, Sergey; Butz, Martin V.; Nowak, Wolfgang |
| 2021 | Optimal design of experiments to improve the characterisation of atrazine degradation pathways in soil | Chavez Rodriguez, Luciana; González‐Nicolás, Ana; Ingalls, Brian; Streck, Thilo; Nowak, Wolfgang; Xiao, Sinan; Pagel, Holger |
| 2021 | The role of fast frequency response of energy storage systems and renewables for ensuring frequency stability in future low-inertia power systems | González-Inostroza, Pablo; Rahmann, Claudia; Álvarez, Ricardo; Haas, Jannik; Nowak, Wolfgang; Rehtanz, Christian |
| 2020 | Sampling behavioral model parameters for ensemble-based sensitivity analysis using Gaussian process emulation and active subspaces | Erdal, Daniel; Xiao, Sinan; Nowak, Wolfgang; Cirpka, Olaf A. |
| 2020 | A stochastic framework to optimize monitoring strategies for delineating groundwater divides | Allgeier, Jonas; González-Nicolás, Ana; Erdal, Daniel; Nowak, Wolfgang; Cirpka, Olaf A. |
| 2020 | Strategies for simplifying reactive transport models : a Bayesian model comparison | Schäfer Rodrigues Silva, Aline; Guthke, Anneli; Höge, Marvin; Cirpka, Olaf A.; Nowak, Wolfgang |
| 2021 | Surrogate-based Bayesian comparison of computationally expensive models : application to microbially induced calcite precipitation | Scheurer, Stefania; Schäfer Rodrigues Silva, Aline; Mohammadi, Farid; Hommel, Johannes; Oladyshkin, Sergey; Flemisch, Bernd; Nowak, Wolfgang |
