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Performance analysis of physically-based (HEC-RAS, CADDIES) and AI-based (LSTM) flood models for two case studies

2024 . Batalini de Macedo, Marina | Mangukiya, Nikunj K. | Fava, Maria Clara | Sharma, Ashutosh | Fray da Silva, Roberto | Agarwal, Ankit | Razzolini, Maria Tereza | Mendiondo, Eduardo Mario | Goel, Narendra K. | Kurian, Mathew | Nardocci, Adelaide Cássia

Interpretability of negative latent heat fluxes from eddy covariance measurements in dry conditions

2024 . Paulus, Sinikka J. | Orth, Rene | Lee, Sung-Ching | Hildebrandt, Anke | Jung, Martin | Nelson, Jacob A. | El-Madany, Tarek Sebastian | Carrara, Arnaud | Moreno, Gerardo | Mauder, Matthias | Groh, Jannis | Graf, Alexander | Reichstein, Markus | Migliavacca, Mirco

The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review

2024 . Schwabe, Daniel | Becker, Katinka | Seyferth, Martin | Klaß, Andreas | Schaeffter, Tobias

Insights into the prediction uncertainty of machine-learning-based digital soil mapping through a local attribution approach

2024 . Rohmer, Jeremy | Belbeze, Stephane | Guyonnet, Dominique

Advancements and challenges in assessing FAIR Principles: a hybrid approach through manual and automated assessments

2024 . Saldanha Bach Estevao, Janete | Mutschke, Peter

Asymmetries and hemispheric interaction in the auditory system of elderly people

2024 . Angenstein, Nicole

When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling

2024 . Song, Yalan | Knoben, Wouter J. M. | Clark, Martyn P. | Feng, Dapeng | Lawson, Kathryn | Sawadekar, Kamlesh | Shen, Chaopeng

To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization

2024 . Acuña Espinoza, Eduardo | Loritz, Ralf | Álvarez Chaves, Manuel | Bäuerle, Nicole | Ehret, Uwe

A critical moment in machine learning in medicine: on reproducible and interpretable learning

2024 . Ciobanu-Caraus, Olga | Aicher, Anatol | Kernbach, Julius M. | regli, luca | serra, carlo | Staartjes, Victor

A comprehensive study of deep learning for soil moisture prediction

2024 . Wang, Yanling | Shi, Liangsheng | Hu, Yaan | Hu, Xiaolong | Song, Wenxiang | Wang, Lijun

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