AI@HZDR: Artificial Intelligence Research Platform
Data scientists and researchers from diverse fields at HZDR design and train artificial intelligence models using increasingly large and cross-disciplinary datasets. This approach enables them to develop comprehensive solutions and uncover new insights and applications in the research fields of Matter, Energy, and Health.
The newly established HZDR AI Lab, founded in 2024, serves as a central hub for researchers within HZDR, at other Helmholtz centers, research institutions, and industry.
AI LAB: Offers and Expertise
AI Publications
Journal articles (refereed), Invited lectures
2024
Bridging the gap in electronic structure calculations via machine learning
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Nature Computational Science 4(2024), 729-730
DOI: 10.1038/s43588-024-00707-3
Towards Data-Driven Optimization of Experiments in Photon Science
Kelling, J.; Checkervarty, A.; Willmann, A.; Rustamov, J.; Aguilar, R. A.; et al. (6 authors)
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Invited lecture (Conferences)
Seminar at ELI Beamlines, 28.08.2024, Dolni Brezany, Czech Republic
Data science education in undergraduate physics: Lessons learned from a community of practice
Shah, K.; Butler, J.; Knaub, A. V.; Zenginoğlu, A.; Ratcliff, W.; et al. (6 authors)
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American Journal of Physics 92(2024)9, 655-662
DOI: 10.1119/5.0203846
arXiv: https://arxiv.org/abs/2403.00961
Improving Mineral Classification Using Multimodal Hyperspectral Point Cloud Data and Multi-Stream Neural Network
Rizaldy, A.; Afifi, A. J. M.; Ghamisi, P.; Gloaguen, R.
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Remote Sensing 16(2024)13, 2336
DOI: 10.3390/rs16132336