Photon Science

Utilizing AI in various areas of imaging applications for Petra-3 and FLASH

Contacts

To get in touch with the photon-science team, please contact Philipp Heuser

Team Members

1. Jörg Hammel
2. Philipp Heuser
3. Julian Moosmann
4. Frank Schluenzen
5. Prof.Dr. Regine Willumeit

Related projects

• acclaim
• amalea
• Digital Amber Catalogue
• Helmholtz Analytics Framework
• Helmholtz Imaging
• hir3x
• HMZ
• mdlma
• PickYOLO
• SRµCT segmentation
• UniSef

Recent publications

1. Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference: Simon Welker et al., arXiv, doi: 10.48550/arXiv.2509.25269
2. Hypergraph p-Laplacian Equations for Data Interpolation and Semi-supervised Learning: Kehan Shi et al., J Sci Comput, doi: 10.1007/s10915-025-02908-y
3. Global $q$-dependent inverse transforms of intensity autocorrelation data: Tobias Eklund et al., arXiv, doi: 10.48550/arXiv.2507.14106
4. AlphaPulldown2—a general pipeline for high-throughput structural modeling: Dmitry Molodenskiy et al., Bioinformatics, doi: 10.1093/bioinformatics/btaf115
5. Efficient optical coating design using an autoencoder-based neural network model: Utsa Chattopadhyay et al., J. Phys. Photonics, doi: 10.1088/2515-7647/ae1b53