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  1. Yegenoglu, Alper [Author]; Krajsek, Kai [Author]; Diaz, Sandra [Author]; Herty, Michael [Author]

    Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent

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    Springer, 2020

    Published in: Cham : Springer, Lecture Notes in Computer Science 12566, 78-92 (2020). doi:10.1007/978-3-030-64580-9_7 ; Machine Learning, Optimization, and Data Science ; Machine Learning, Optimization, and Data Science The Sixth International Conference on Machine Learning, Optimization, and Data Science, LOD2020, Siena, Italy, 2020-07-19 - 2020-07-22

  2. Krajsek, Kai [Author]; Comito, Claudia [Author]; Götz, Markus [Author]; Hagemeier, Björn [Author]; Knechtges, Philipp [Author]; Siggel, Martin [Author]

    The Helmholtz Analytics Toolkit (HeAT) - A Scientific Big Data Library for HPC -

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    Forschungszentrum Jülich GmbH Zentralbibliothek, 2019

    Published in: Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, IAS Series 40, 57-60 (2019). ; Proceedings ; Proceedings Extreme Data Workshop 2018, Jülich, Germany, 2018-09-18 - 2018-09-19

  4. Krajsek, Kai [Author]; Comito, Claudia [Author]; Coquelin, Daniel [Author]; Hagemeier, Björn [Author]; Götz, Markus [Author]; Hanselmann, S. [Author]; Debus, C. [Author]; Knechtges, Philipp [Author]; Schmitz, S. [Author]; Siggel, M [Author]

    Das Helmholtz Analytics Toolkit (HeAT) - Eine High Performance Computing (HPC) Programmbibliothek für wissenschaftliche Big Data Analytik / The Helmholtz Analytics Toolkit (HeAT) - A High Performance Computing (HPC) Library for Scientific Big Data Analytics

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    Bernstein Koordinationsstelle (BCOS), 2019

    Published in: Jülich : Bernstein Koordinationsstelle (BCOS) -, 32-33 (2019). special issue: "Bernstein Feature 2019"

  5. Comito, Claudia [Author]; Götz, Markus [Author]; Debus, Charlotte [Author]; Coquelin, Daniel [Author]; Tarnawa, Michael [Author]; Krajsek, Kai [Author]; Knechtges, Philipp [Author]; Siggel, Martin [Author]; Hagemeier, Björn [Author]; Basermann, Achim [Author]; Streit, Achim [Author]

    Heat - A Distributed and Accelerated Tensor Framework for Data Analytics and Machine Learning

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    KITopen (Karlsruhe Institute of Technologie), 2021-12-01

  6. Götz, Markus [Author]; Coquelin, Daniel [Author]; Debus, Charlotte [Author]; Krajsek, Kai [Author]; Comito, Claudia [Author]; Knechtges, Philipp [Author]; Hagemeier, Björn [Author]; Tarnawa, Michael [Author]; Hanselmann, Simon [Author]; Siggel, Martin [Author]; Basermann, Achim [Author]; Streit, Achim [Author] ; Steinbuch Centre for Computing Karlsruhe, Steinbuch Centre for Computing Karlsruhe

    HeAT - a distributed and GPU-accelerated tensor framework for data analytics

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    Karlsruhe, [2021]

  7. Götz, Markus [Author]; Coquelin, Daniel [Author]; Debus, Charlotte [Author]; Krajsek, Kai [Author]; Comito, Claudia [Author]; Knechtges, Philipp [Author]; Hagemeier, Björn [Author]; Tarnawa, Michael [Author]; Hanselmann, Simon [Author]; Siggel, Martin [Author]; Basermann, Achim [Author]; Streit, Achim [Author]

    HeAT – a Distributed and GPU-accelerated Tensor Framework for Data Analytics

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    KITopen (Karlsruhe Institute of Technologie), 2020-09-10

  8. Götz, Markus [Author]; Debus, Charlotte [Author]; Coquelin, Daniel [Author]; Krajsek, Kai [Author]; Comito, Claudia [Author]; Knechtges, Philipp [Author]; Hagemeier, Björn [Author]; Tarnawa, Michael [Author]; Hanselmann, Simon [Author]; Siggel, Martin [Author]; Basermann, Achim [Author]; Streit, Achim [Author]

    HeAT – a Distributed and GPU-accelerated TensorFramework for Data Analytics

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    Institute of Electrical and Electronics Engineers, 2020-12-14

  9. Kesselheim, Stefan [Author]; Herten, Andreas [Author]; Cavallaro, Gabriele [Author]; Sedona, Rocco [Author]; Schug, Alexander [Author]; Strube, Alexandre [Author]; Kamath, Roshni [Author]; Schultz, Martin G. [Author]; Riedel, Morris [Author]; Lippert, Thomas [Author]; Krajsek, Kai [Author]; Ebert, Jan [Author]; Jitsev, Jenia [Author]; Cherti, Mehdi [Author]; Langguth, Michael [Author]; Gong, Bing [Author]; Stadtler, Scarlet [Author]; Mozaffari, Amirpasha [Author]

    JUWELS Booster – A Supercomputer for Large-Scale AI Research

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2021

    Published in: Lecture Notes in Computer Science 12761, 453 - 468 (2021). doi:10.1007/978-3-030-90539-2_31 ; High Performance Computing / Jagode, Heike (Editor) ; High Performance Computing / Jagode, Heike (Editor) ISC High Performance 2021, ISC21, Digital, Germany, 2021-06-24 - 2021-07-02

  10. Sofiev, Mikhail [Author]; Ritenberga, Olga [Author]; Friese, Elmar [Author]; Galan, Carmen [Author]; Gilles, Oliver [Author]; Hrga, Ivana [Author]; Kouznetsov, Rostislav [Author]; Krajsek, Kai [Author]; Parmentier, Jonathan [Author]; Plu, Matthieu [Author]; Prank, Marje [Author]; Robertson, Lennart [Author]; Albertini, Roberto [Author]; Steensen, Birthe Marie [Author]; Thibaudon, Michel [Author]; Segers, Arjo [Author]; Stepanovich, Barbara [Author]; Valdebenito, Alvaro M. [Author]; Vira, Julius [Author]; Vokou, Despoina [Author]; Arteta, Joaquim [Author]; Belmonte, Jordina [Author]; Bonini, Maira [Author]; Celenk, Sevcan [Author]; [...]

    Multi-model ensemble simulations of olive pollen distribution in Europe in 2014

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    EGU, 2017

    Published in: Atmospheric chemistry and physics / Discussions, 1 - 32 (2017). doi:10.5194/acp-2016-1189

  11. Sofiev, Mikhail [Author]; Ritenberga, Olga [Author]; Elbern, Hendrik [Author]; Friese, Elmar [Author]; Galan, Carmen [Author]; Oliver, Gilles [Author]; Hrga, Ivana [Author]; Kouznetsov, Rostislav [Author]; Krajsek, Kai [Author]; Magyar, Donat [Author]; Parmentier, Jonathan [Author]; Plu, Matthieu [Author]; Albertini, Roberto [Author]; Prank, Marje [Author]; Robertson, Lennart [Author]; Steensen, Birthe Marie [Author]; Thibaudon, Michel [Author]; Segers, Arjo [Author]; Stepanovich, Barbara [Author]; Valdebenito, Alvaro M. [Author]; Vira, Julius [Author]; Vokou, Despoina [Author]; Arteta, Joaquim [Author]; Belmonte, Jordina [Author]; [...]

    Multi-model ensemble simulations of olive pollen distribution in Europe in 2014: current status and outlook

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    EGU, 2017

    Published in: Atmospheric chemistry and physics 17(20), 12341 - 12360 (2017). doi:10.5194/acp-17-12341-2017