Technische Universität Hamburg (2026) - PDF
Projects🔗
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DASHH - Helmholtz Graduate School for the Structure of Matter
About DASHH🔗
DASHH is a Helmholtz graduate school focusing on interdisciplinary Data Science Research, involving several partners:
- Deutsches Elektronen-Synchrotron (DESY)
- University of Hamburg (UHH)
- Hamburg University of Technology (TUHH)
- Helmut-Schmidt-University (HSU)
- Helmholtz-Zentrum Hereon (Hereon)
- Helmholtz Centre for Infection Research (HZI)
- Max Planck Institute for the Structure and Dynamics of Matter (MPSD)
- European XFEL (EuXFEL)
- Hamburg University of Applied Sciences (HAW)
In DASHH we harness data, computer and applied mathematical science to advance our understanding of nature. We aim to educate the future generation of data and information scientists that will tackle tomorrow’s scientific challenges that come along with large-scale experiments.
Publications🔗
2Projects
52Publications
29OpenAccess-Publications
2Publications with Research Data
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Showing 52 of 52 publications
Physics-informed inverse design of ultrafast coatings: from direct optimization to generalizable fine-tuningConference Paper
Conference on Lasers and Electro-Optics, CLEO 2026 - DOI
Dr. Hut: 978-3-8439-5771-7 (2026) - PDF
Technische Universität Hamburg (2026) - PDF
Auto-generating ageing self-tests with hardware in the loop for commercial microcontrollersConference Paper
31st IEEE European Test Symposium, ETS 2026 - DOI
SPIE Optical Systems Design 2026 - DOI
Data-model-guided framework for systemic emittance minimization in high brightness photoinjectorsJournal Article
29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2026 - DOI
Temporal shaping of UV picosecond pulses for photoinjectorsConference Paper
Conference on Lasers and Electro Optics Europe and European Quantum Electronics Conference, CLEO 2025 - DOI
AI-driven design of high-performance optical thin film coatings for ultrafast lasersConference Paper
Conference on Lasers and Electro Optics Europe and European Quantum Electronics Conference, CLEO 2025 - DOI
Stereo hard X-ray ptychographyJournal Article
Tautomerism of a backbone protonated peptide revealed by soft X-ray action spectroscopyJournal Article
X-ray absorption spectroscopy reveals charge transfer in π-stacked aromatic amino acidsJournal Article
Impact of seismic activities on the optical synchronization system of the European X-ray free-electron laserJournal Article
Model-based autofocus for near-field phase retrievalJournal Article
Fast perfekt: regression-based refinement of fast simulationJournal Article
Structures of gas-phase hydrated phosphotyrosine revealed by soft X-ray action spectroscopyJournal Article
Technische Universität Hamburg (2024) - PDF
32nd Summer School and International Symposium on the Physics of Ionized Gases, SPIG 2024 - DOI
Dynamic structure investigation and spectra prediction of biomolecules using machine learning techniquesDoctoral Thesis
Technische Universität Hamburg (2024) - PDF
Neural network method for dielectric optical coating designJournal Article
Deformation dynamics of nanopores upon water imbibitionJournal Article
27th Euromicro Conference on Digital System Design, DSD 2024 - DOI
Characterization of low-emittance electron beams generated by a new photocathode drive laser system NEPAL at the European XFELConference Paper
Artifact-suppressing reconstruction of strongly interacting objects in X-ray near-field holography without a spatial support constraintJournal Article
Reconstructing the infrared spectrum of a peptide from representative conformers of the full canonical ensembleJournal Article
In: Médici, E.F., Otero, A.D. (eds) Album of Porous Media: 86 (2023) - DOI
Data-based condition monitoring and disturbance classification in actively controlled laser oscillatorsConference Paper
26th Euromicro Conference on Digital System Design: 335-242 (2023) - DOI
A Safe Bayesian Optimization Algorithm for Tuning the Optical Synchronization System at European XFELConference Paper
Integrating explainability into graph neural network models for the prediction of X-ray absorption spectraJournal Article
Journal of the American Chemical Society 145 (41): 22584-22598 (2023-10-09) - DOI
Mapping the electronic transitions of protonation sites in peptides using soft X-ray action spectroscopyJournal Article
A GPU-parallelized interpolation-based fast multipole method for the relativistic space-charge field calculationJournal Article
Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature SurveyConference Paper
Database Systems for Business, Technology and Web (BTW 2023) - DOI
Parallel computation of Inverse Compton Scattering radiation spectra based on Liénard-Wiechert potentialsJournal Article
Computer Physics Communications: 286: 108668 (2023-05) - DOI
35th IEEE International System-on-Chip Conference (SOCC 2022) - DOI
31st International Linear Accelerator Conference, LINAC 2022 - DOI
Convex Synthesis of Robust Distributed Controllers for the Optical Synchronization System at European XFELConference Paper
IEEE Conference on Control Technology and Applications (CCTA 2022) - DOI
Runtime Monitoring of c-LTL Specifications on FPGAs Using HLSConference Paper
18th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD 2022) - DOI
Journal of Colloid and Interface Science 606 (1): 57-66 (2022-01-15) - DOI
Decentralized Output Feedback Control using Sparsity Invariance with Application to Synchronization at European XFELConference Paper
60th IEEE Conference on Decision and Control, CDC 2021 - DOI
Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data MiningConference Paper
Asian Test Symposium (2021) - DOI
24th Euromicro Conference on Digital System Design (DSD 2021) - DOI
Comparative evaluation of semi-supervised anomaly detection algorithms on high-integrity digital systemsConference Paper
24th Euromicro Conference on Digital System Design (DSD 2021) - DOI
Revisiting Explicit Enumeration for Exact SynthesisConference Paper
Euromicro Conference on Digital System Design (DSD 2020) - DOI