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Linel2D-Net: A deep learning approach to solving 2D linear elastic boundary value problems on image domains

2024 . Maria Antony, Anto Nivin | Narisetti, Narendra | Gladilin, Evgeny

Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic

2024 . Durand, Charlotte | Finn, Tobias Sebastian | Farchi, Alban | Bocquet, Marc | Boutin, Guillaume | Ólason, Einar

Identification of parameter importance for benzene transport in the unsaturated zone using global sensitivity analysis

2024 . Cohen, Meirav | Schwartz, Nimrod | Rosenzweig, Ravid

The ozone radiative forcing of nitrogen oxide emissions from aviation can be estimated using a probabilistic approach

2024 . Rao, Pratik | Dwight, Richard | Singh, Deepali | Maruhashi, Jin | Dedoussi, Irene | Grewe, Volker | Frömming, Christine

Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks

2023 . Bentivoglio, Roberto | Isufi, Elvin | Jonkman, Sebastiaan Nicolas | Taormina, Riccardo

Sampling behavioral model parameters for ensemble-based sensitivity analysis using Gaussian process emulation and active subspaces

2020 . Erdal, Daniel | Xiao, Sinan | Nowak, Wolfgang | Cirpka, Olaf A.

Metamodels for Evaluating, Calibrating and Applying Agent-Based Models: A Review

2020 . Pietzsch, Bruno | Fiedler, Sebastian | Mertens, Kai G. | Richter, Markus | Scherer, Cédric | Widyastuti, Kirana | Wimmler, Marie-Christin | Zakharova, Liubov | Berger, Uta

Internationale Klausurwoche: „Neue ethische Herausforderungen in der datenreichen Forschungsmedizin: ein Ländervergleich“

2020 . Richter, Gesine | Lesch, Wiebke | Buyx, Alena