Scholar
Tim Roith
Google Scholar ID: BKlbQTAAAAAJ
Postdoc, Deutsches Elektronen-Synchrotron DESY
Citations & Impact
Citations
236
H-index
9
i10-index
9
Publications
20
Co-authors
24
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Paper 'Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization' published in Philosophical Transactions of the Royal Society A (2025)
- Preprint 'Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference' (2025)
- Paper on using CBO for closed-box adversarial attacks (with Leon Bungert and Philipp Wacker, 2025)
- Co-authored 'MirrorCBO: A consensus-based optimization method in the spirit of mirror descent' (2025)
- Recipient of the Dr.-Klaus-Körper Prize for PhD thesis (2025)
- Oral presentations at the Young Applied Mathematicians Conference, Siena (2023): 'Resolution-invariant image classification via FNOs' and 'Polarized consensus-based dynamics for optimization and sampling'
