http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Aach, M. (Corresponding author)FZJ* ; Wulff, E. ; Pasetto, E.FZJ* ; Delilbasic, A.FZJ* ; Sarma, R.FZJ* ; Inanc, E.FZJ* ; Girone, M. ; Riedel, M.FZJ* ; Lintermann, A.FZJ*
A Hybrid Quantum-Classical Workflow for Hyperparameter Optimization of Neural Networks
2023ISC High Performance 2023, ISC2023, HamburgHamburg, Germany, 21 May 2023 - 25 May 20232023-05-212023-05-25   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Aach, M. (Corresponding author)FZJ* ; Inanc, E.FZJ* ; Sarma, R.FZJ* ; Riedel, M.FZJ* ; Lintermann, A.FZJ*
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks
Journal of Big Data 10(1), 96 (2023) [10.1186/s40537-023-00765-w]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Aach, M. (Corresponding author)FZJ* ; Sarma, R.FZJ* ; Inanc, E.FZJ* ; Riedel, M.FZJ* ; Lintermann, A.FZJ*
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision
2023SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2023, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 20232023-11-122023-11-17 ACM New York, NY, USA 1776–1779 (2023) [10.1145/3624062.3624259]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Aach, M. (Corresponding author)FZJ* ; Inanc, E.FZJ* ; Sarma, R.FZJ* ; Riedel, M.FZJ* ; Lintermann, A.FZJ*
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods
2023Second International Conference on Automated Machine Learning, PotsdamPotsdam, Germany, 12 Nov 2023 - 15 Nov 20232023-11-122023-11-15 PMLR, Proceedings of Machine Learning Research 228, 12/1--17 (2023) [10.34734/FZJ-2024-01461]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dataset Albers, M. ; Meysonnat, P. S. ; Fernex, D. ; Semaan, R. ; Noack, B. R. ; Schröder, W. ; Lintermann, A. (Corresponding author)FZJ*
Actuated Turbulent Boundary Layer Flows Dataset
b2share : https://b2share.eudat.eu (2023) [10.34730/5dbc8e35f21241d0889906136cf28d26]2023   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Barakat, C. (Corresponding author)FZJ* ; Aach, M.FZJ* ; Schuppert, A.RWTH* ; Brynjólfsson, S. ; Fritsch, S.FZJ* ; Riedel, M.FZJ*
Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support
Diagnostics 13(3), 391 (2023) [10.3390/diagnostics13030391] special issue: "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases-Volume 2"2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Betancourt, C.FZJ* ; Li, C. W. Y. ; Kleinert, F. ; Schultz, M. G. (Corresponding author)FZJ*
Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data
Environmental science & technology 57, 18246-18258 (2023) [10.1021/acs.est.3c05104] special issue: "Data Science for Advancing Environmental Science, Engineering and Technology"2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Betancourt, C. (Corresponding author)FZJ*
Mapping and Interpolation of Tropospheric Ozone Data with Machine Learning Methods
Bonn : Universitäts- und Landesbibliothek Bonn 167 p. (2023) [10.48565/BONNDOC-179]2023 = Dissertation, Universität Bonn, 2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Cavallaro, G. (Corresponding author)FZJ* ; Sedona, R.FZJ* ; Riedel, M.FZJ* ; Lintermann, A.FZJ* ; Michielsen, K.FZJ*
Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era
2023Proceedings of the 2023 Conference on Big Data from Space (BiDS’23) - From foresight to impact
Conference on Big Data from Space 2023, BiDS’23, ViennaVienna, Austria, 6 Nov 2023 - 9 Nov 20232023-11-062023-11-09 Publications Office of the European Union 25-28 (2023) [10.2760/46796]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Hassanian, R. (Corresponding author) ; Helgadottir, A. ; Aach, M.FZJ* ; Lintermann, A.FZJ* ; Riedel, M.FZJ*
A proposed hybrid two-stage DL-HPC method for wind speed forecasting: using the first average forecast output for long-term forecasting
2023Proceedings of the IACM Computational Fluids Conference (CFC2023), CFC2023, CannesCannes, France, 25 Apr 2023 - 28 Apr 20232023-04-252023-04-28 - (2023)2023   Files  Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Herff, S. (Corresponding author)FZJ* ; Pausch, K. ; Lintermann, A.FZJ* ; Schröder, W.RWTH*
Impact of the injector lateral offset on the dynamics of a lean premixed flame and the thermoacoustic stability of a burner
Combustion and flame 256, 112995 (2023) [10.1016/j.combustflame.2023.112995]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Software Inanc, E. (Corresponding author)FZJ* ; Sarma, R.FZJ* ; Aach, M.FZJ* ; Lintermann, A.FZJ*
AI4HPC v0.3
[10.5281/zenodo.7705417]   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Lintermann, A. (Corresponding author)FZJ*
Transfer at the Jülich Supercomputing Centre - Bringing Artificial Intelligence and High-Performance Computing to Industry
2023Helmholtz Strategic Advisory Board Meeting, SAB, JülichJülich, Germany, 18 May 2023 - 19 May 20232023-05-182023-05-19   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Riedel, M. (Corresponding author)FZJ* ; Barakat, C.FZJ* ; Fritsch, S.FZJ* ; Aach, M.FZJ* ; Busch, J.FZJ* ; Lintermann, A.FZJ* ; Schuppert, A.RWTH* ; Brynjólfsson, S. ; Neukirchen, H. ; Book, M.
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC
20232023 46th MIPRO ICT and Electronics Convention (MIPRO)
46th MIPRO ICT and Electronics Convention, MIPRO 2023, OpatijaOpatija, Croatia, 22 May 2023 - 26 May 20232023-05-222023-05-26 IEEE 435-440 (2023) [10.23919/MIPRO57284.2023.10159755]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Shin, H. ; Rüttgers, M.FZJ* ; Lee, S. (Corresponding author)
Effects of spatiotemporal correlations in wind data on neural network-based wind predictions
Energy 279, 128068 (2023) [10.1016/j.energy.2023.128068]2023   Files BibTeX | EndNote: XML, Text | RIS