... | ... | @@ -6,4 +6,8 @@ Dickscheid, Timo | t.dickscheid@fz-juelich.de | INM-1 Big Data Analytics Group ( |
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| Kraus, Jiri | jkraus@nvidia.com | NVIDIA | | | Want to learn the ML/DL needs of scientist at FZJ | none |
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|Zimmermann, Olav | olav.zimmermann@fz-juelich.de | JSC Simlab Biology | Supervised learning (SVM and its variants), Dimension Reduction (Isomap et al, clustering), Metaheuristics, basics of sequence learning methods (CRF, LSTM), bioinformatics | biological sequence data, molecular structure data, experimental data (2-dim to n-dim or graphs), unstructured data | ML for hypertoroidal output spaces in depth understanding of seq2seq methods, representation of world knowledge for learning methods that work with non-differentiable loss | |
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|Herten, Andreas | a.herten@fz-juelich.de | JSC NVIDIA Application Lab | Software installation | | Overview/support of ML/DL software in Jülich | |
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| Göbbert, Jens Henrik | j.goebbert@fz-juelich.de | JSC Cross-Sectional-Team Visualization | Basic DL with Keras | turbulent flows (3D) | Collaborations/support for enabling DL with on HPC with Jupyter | none | |
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| Göbbert, Jens Henrik | j.goebbert@fz-juelich.de | JSC Cross-Sectional-Team Visualization | Basic DL with Keras | turbulent flows (3D) | Collaborations/support for enabling DL with on HPC with Jupyter | none |
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|Hermanns, Marc-André | m.a.hermanns@fz-juelich.de | JSC Cross-Sectional-Team Parallel Performance | none yet (testing with Keras atm.) | Performance Data (profile and trace) | Identify or estimate performance phenomena | none |
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| Wagner, Christian | c.wagner@fz-juelich.de | PGI-3 Molecular manipulation lab | general overview over ML principles, PCA, background on methods to combine ML and comptational chemistry, reinforcement learning with NNs | (hysteretic) scalars along (x,y,z), trajectories, computational, chemistry data, scalar time series | easy access to ML expertise, possibility to discuss (and potentially solve) individual ML problems / tasks at detailed level, potentially in the frame of a collaboration | none |
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| Hagemeier, Björn | b.hagemeier@fz-juelich.de | JSC Project Helmholtz Analytics Framework | Basic ML methods | | | |
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