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HAF

Helmholtz Analytics Framework

CoordinatorThomas Lippert
Grant period2017-10-01 - 2021-03-31
Funding bodyHelmholtz Gemeinschaft Deutscher Forschungszentren
IdentifierG:(DE-HGF)ZT-I-0003

Note: Scientific Big Data Analytics (SBDA) has become a major instrument of modern research for tackling scientific problems of highest data and computational complexity. SBDA deals with data retrieval, assimilation, integration, processing and federation on a hitherto unprecedented scale, made possible through leading edge high performance computing and data management technologies. The “Helmholtz Analytics Framework” will boost the development of the Helmholtz Data Federation (HDF), recently started by six Helmholtz Centres. The HDF is designed to be the hardware and support backbone for the entire Helmholtz Association. It will serve the dramatically increasing demands of science and engineering for transforming data into knowledge. In order to enhance the ecosystem, systematic development of domain specific data analytics techniques will be carried out as a co-design activity between domain and infrastructure scientists. This happens within a set of highly demanding use cases spanning six Helmholtz Centres and five research fields with breakthrough potential from important scientific domains like earth system modeling, structural biology, aeronautics and aerospace research, medical imaging, and neuroscience. Exchange of techniques between the use cases will lead to generalizations and standardizations to be made available to other fields and users. Thus, we start an exciting culture for future systematic developments of the Helmholtz Analytics Framework on top of the HDF.
 

Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;  ;
Synfire chains in random weight threshold unit network
Bernstein Conference 2024, FrankfurtFrankfurt, Germany, 29 Sep 2024 - 2 Oct 20242024-09-292024-10-02 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;  ;  ;
Sensory and behavioural tuning along the dorsal pathway
Seeing and Acting Workshop: Functional and Neural Perspectives, SAW2024, CoimbraCoimbra, Portugal, 26 Sep 2024 - 28 Sep 20242024-09-262024-09-28 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Facilitating the Sharing of Electrophysiology Data Analysis Results Through In-Depth Provenance Capture
eNeuro 11(6), ENEURO.0476-23.2024 - () [10.1523/ENEURO.0476-23.2024] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Facilitating the sharing of electrophysiology data analysis results through in-depth provenance capture
arXiv () [10.48550/ARXIV.2311.09672] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
CAG-Repeat RNA Hairpin Folding and Recruitment to Nuclear Speckles with a Pivotal Role of ATP as a Cosolute
Journal of the American Chemical Society 145(17), 9571 - 9583 () [10.1021/jacs.2c13653] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 () [10.1038/s42003-023-05244-9] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;  ;
Data and metadata acquisition workflows as a basis for collaborative science
Bernstein Conference 2023, BerlinBerlin, Germany, 26 Sep 2023 - 29 Sep 20232023-09-262023-09-29 [10.12751/NNCN.BC2023.195]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;
A method for detecting spatio-temporal patterns of neuronal spikes based on principal component analysis
Bernstein Conference 2023, BerlinBerlin, Germany, 26 Sep 2023 - 29 Sep 20232023-09-262023-09-29 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;  ;
Cortical wave dynamics across visual areas of the macaque monkey during an instructed, free-viewing, visuomotor task
Bernstein Conference, BerlinBerlin, Germany, 27 Sep 2023 - 29 Sep 20232023-09-272023-09-29 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)
Exploring the diversity of cortical wave activity with a unifying workflow approach
Concluding Event of the Human Brain Project, JülichJülich, Germany, 12 Sep 2023 - 13 Sep 20232023-09-122023-09-13 BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2018-01-19, last modified 2018-01-19
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