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Dive into the research topics where Helmut Wolfram Neukirchen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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RAISE: Research on AI- and Simulation-Based Engineering at Exascale
Neukirchen, H. W. (PI)
1/01/21 → 31/12/23
Project: Research
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DEEP-EST: DEEP - Extreme Scale Technologies
Neukirchen, H. W. (PI)
1/07/17 → 31/03/21
Project: Research
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Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems
Aach, M., Sarma, R., Neukirchen, H., Riedel, M. & Lintermann, A., 3 Dec 2024, (Submitted) 12 p.Research output: Working paper › Preprint
File2 Downloads (Pure) -
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC
Riedel, M., Barakat, C., Fritsch, S. J., Joachim Aach, M. J., Busch, J., Lintermann, A., Schuppert, A., Brynjólfsson, S., Neukirchen, H. & Book, M., 22 May 2023, 2023 46th ICT and Electronics Convention, MIPRO 2023 - Proceedings. Cisic, D., Vrcek, N., Koricic, M., Gradisnik, V., Skala, K., Car, Z., Cicin-Sain, M., Babic, S., Sruk, V., Skvorc, D., Jovic, A., Gros, S., Vrdoljak, B., Tijan, E., Katulic, T., Petrovic, J., Grbac, T. G. & Bozicevic, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 435-440 6 p. (2023 46th MIPRO ICT and Electronics Convention (MIPRO)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification
Aach, M., Sedona, R., Lintermann, A., Cavallaro, G., Neukirchen, H. & Riedel, M., 17 Jul 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 263-266 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Earth Science with NextDBSCAN, NextSVM and Deep Learning
Erlingsson, E., Neukirchen, H. & Riedel, M., 22 Jan 2022, Porting applications to a Modular Supercomputer: Experiences from the DEEP-EST project. Kreuzer,, A., Suarez, E., Eicker, N. & Lippert, T. (eds.). Schriften des Forschungszentrums Jülich IAS Series ed. Jülich: Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Vol. 48. p. 145-166 22 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile74 Downloads (Pure) -
Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room
Book, M., Riedel, M., Neukirchen, H. & Erlingsson, E., 13 Dec 2022, 2022 IEEE 18th International Conference on e-Science (e-Science): 2022 International Workshop on Software Engineering for eScience, . Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review