Record #449980

HIDSS-0002

DASHH: Data Science in Hamburg - Helmholtz Graduate School for the Structure of Matter

Coordinator	Rohringer, Nina ; Rarey, Matthias ; Le Borne, Sabine
Grant period	2019 - 2025
Funding body	Helmholtz Gemeinschaft Deutscher Forschungszentren
	HGF
Further information:	Description
Identifier	G:(DE-HGF)2019_IVF-HIDSS-0002

⇧ Impuls- und Vernetzungsfonds ⇧

Note: ‘Data Science’ is the science of extracting knowledge from typically large amounts of data. The increasing level of automatization and the increasing number and resolution of sensors in scientific experiments result in large, heterogeneous and highly complex data collections. Therefore, Data Science is seen as a key technology in modern and future natural sciences. Data intensive research in experimental and theoretical science at the Forschungscampus Hamburg-Bahrenfeld requires beyond off-the-shelf software solutions for data management, processing and analysis. Tailored or even completely new computational data science methods are indispensable. At the same time, the challenges ahead will foster new innovative ideas in computer science and applied mathematics. To develop these methods, scientists have to be highly skilled in the corresponding physics domain and computer science alike. The Data Science in Hamburg – Helmholtz Graduate School for the Structure of Matter (DASHH) will be established to address this highly interdisciplinary need. DASHH bundles competences of scientists with high international reputation in basic research for the structure of matter, computer science and applied mathematics in Hamburg in a new and unique fashion. The graduate school covers data challenges from application fields such as structural biology, particle physics, material science and ultrafast X-ray science. These data challenges have in common that they cannot be addressed with standard computational methods, but require modern data science techniques instead. Several areas from computer science and mathematics play important roles, especially data management and engineering, machine learning and data analytics, signal and image processing, algorithm design, optimization and simulation, software engineering and automation and control systems.

Recent Publications

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Preprint Lanzieri, L. ; Martino, G.Extern* ; Fey, G. ; Schlarb, H.DESY* ; Schmidt, T. C. ; Wählisch, M.
A Review of Techniques for Ageing Detection and Monitoring on Embedded Systems
arXiv Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Contribution to a book Gruenhagen, A.DESY* ; Eichler, A.XFEL.EU*DESY* ; Tropmann-Frick, M. ; Fey, G.Extern*
Data-Based Condition Monitoring and Disturbance Classification in Actively Controlled Laser Oscillators
Information Modelling and Knowledge Bases XXXV Amsterdam : IOS Press, Frontiers in Artificial Intelligence and Applications 380, 94 - 114 BibTeX | EndNote: XML, Text | RIS

Preprint Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Search for exotic Higgs boson decays H $\to$$\mathcal{AA}$ with $\mathcal{AA}$$\to$$γγ$ in events with a semi-merged topology in proton-proton collisions at $\sqrt{s}$ = 13 TeV
[10.3204/PUBDB-2026-00037] OpenAccess Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Huang, L. ; Šmíd, M. ; Yang, L. ; Humphries, O. ; Hagemann, J.DESY* ; Engler, T. ; Pan, X. ; Cui, Y. ; Kluge, T. ; Aguilar, R. ; Baehtz, C. ; Brambrink, E. ; Eren, E. ; Falk, K.Extern*XFEL.EU* ; Laso Garcia, A. ; Göde, S. ; Gutt, C. ; Hassan, M. ; Heuser, P. ; Höppner, H. ; Kozlova, M. ; Lu, W. ; Metzkes-Ng, J. ; Masruri, M. ; Mishchenko, M. ; Nakatsutsumi, M. ; Ota, M. ; Öztürk, Ö. ; Pelka, A. ; Prencipe, I. ; Preston, T. R. ; Randolph, L. ; Rehwald, M. ; Schlenvoigt, H.-P. ; Schramm, U. ; Schwinkendorf, J.-P. ; Starke, S. ; Štefaníková, R. ; Thiessenhusen, E. ; Toncian, M. ; Toncian, T. ; Vorberger, J. ; Zastrau, U. ; Zeil, K. ; Cowan, T. E.
Demonstration of full-scale spatiotemporal diagnostics of solid-density plasmas driven by an ultra-short relativistic laser pulse using an X-ray free-electron laser
Matter and radiation at extremes 11(1), 017201 (2026) [10.1063/5.0279974]2026 DBCoverage BibTeX | EndNote: XML, Text | RIS

Journal Article Hayrapetyan, A.Extern* ; Tumasyan, A. ; Adam, W. ; et al
Search for high-mass resonances in a final state comprising a gluon and two hadronically decaying W bosons in proton-proton collisions at $ \sqrt{s} $ = 13 TeV
Journal of high energy physics 02(2), 199 (2025) [10.1007/JHEP02(2025)199]2025 OpenAccess Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Dissertation / PhD Thesis Sukharnikov, V.Extern*
Numerically Efficient Theoretical Frameworks for Collective Spontaneous Emission
Dissertation, University of Hamburg, 2025 BibTeX | EndNote: XML, Text | RIS

Dissertation / PhD Thesis Peravali, S. K.
Toward realistic multiscale simulations of nanoparticle injection devices used for single particle diffractive imaging
Universitätsbibliothek der HSU/UniBw H (2025) [10.24405/20524]2025 = Dissertation, Helmut Schmidt University, 2025 BibTeX | EndNote: XML, Text | RIS

Dissertation / PhD Thesis Chuchurka, S.Extern*
Stochastic Modeling of X-Ray Superfluorescence
Dissertation, University of Hamburg, 2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Lemercier, J.-M. ; Moliner, E. ; Welker, S.CFEL* ; Välimäki, V. ; Gerkmann, T.
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation With Diffusion Models
IEEE transactions on audio, speech and language processing 33, 2244-2258 (2025)2025 Fulltext BibTeX | EndNote: XML, Text | RIS

Preprint Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Search for charged Higgs bosons decaying into top and bottom quarks in lepton+jets final states in proton-proton collisions at $\sqrt{s}$ = 13 TeV
[10.3204/PUBDB-2026-00036] OpenAccess Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

All known publications ...
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Record created 2020-10-29, last modified 2020-10-29

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