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Using LSTMs for climate change assessment studies on droughts and floods.

F. Kratzert, D. Klotz, J. Brandstetter, P. Hoedt, G. Nearing, and S. Hochreiter. CoRR, (2019)

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Daniel Munene Mahinda Klotz

Adolf Klotz

Erich Klotz

Lothar Klotz

Ulrich Klotz

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NeuralHydrology - A Python library for Deep Learning research in hydrology.F. Kratzert, M. Gauch, G. Nearing, and D. Klotz. J. Open Source Softw., 7 (71): 4050 (2022)MC-LSTM: Mass-Conserving LSTM.P. Hoedt, F. Kratzert, D. Klotz, C. Halmich, M. Holzleitner, G. Nearing, S. Hochreiter, and G. Klambauer. ICML, volume 139 of Proceedings of Machine Learning Research, page 4275-4286. PMLR, (2021)Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network.M. Gauch, F. Kratzert, D. Klotz, G. Nearing, J. Lin, and S. Hochreiter. CoRR, (2020)Using LSTMs for climate change assessment studies on droughts and floods.F. Kratzert, D. Klotz, J. Brandstetter, P. Hoedt, G. Nearing, and S. Hochreiter. CoRR, (2019)Conformal Prediction for Time Series with Modern Hopfield Networks.A. Auer, M. Gauch, D. Klotz, and S. Hochreiter. CoRR, (2023)Benchmarking a Catchment-Aware Long Short-Term Memory Network (LSTM) for Large-Scale Hydrological Modeling.F. Kratzert, D. Klotz, G. Shalev, G. Klambauer, S. Hochreiter, and G. Nearing. CoRR, (2019)Few-Shot Learning by Dimensionality Reduction in Gradient Space.M. Gauch, M. Beck, T. Adler, D. Kotsur, S. Fiel, H. Eghbal zadeh, J. Brandstetter, J. Kofler, M. Holzleitner, W. Zellinger and 3 other author(s). CoLLAs, volume 199 of Proceedings of Machine Learning Research, page 1043-1064. PMLR, (2022)Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling.D. Klotz, F. Kratzert, M. Gauch, A. Sampson, G. Klambauer, S. Hochreiter, and G. Nearing. CoRR, (2020)Accurate Hydrologic Modeling Using Less Information.G. Shalev, R. El-Yaniv, D. Klotz, F. Kratzert, A. Metzger, and S. Nevo. CoRR, (2019)NeuralHydrology - Interpreting LSTMs in Hydrology.F. Kratzert, M. Herrnegger, D. Klotz, S. Hochreiter, and G. Klambauer. Explainable AI, volume 11700 of Lecture Notes in Computer Science, Springer, (2019)

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Disambiguation of "Klotz, Daniel"

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Using LSTMs for climate change assessment studies on droughts and floods.

Please choose a person to relate this publication to

Daniel Munene Mahinda Klotz

Adolf Klotz

Erich Klotz

Lothar Klotz

Ulrich Klotz

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Klotz, Daniel"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Using LSTMs for climate change assessment studies on droughts and floods.

Please choose a person to relate this publication to

Daniel Munene Mahinda Klotz

Adolf Klotz

Erich Klotz

Lothar Klotz

Ulrich Klotz

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Using LSTMs for climate change assessment studies on droughts and floods.