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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

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

Journal Article Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Search for charged lepton flavor violating Z and Z′ boson decays in proton-proton collisions at s=13 TeV
Physical review / D 112(11), 112011 (2025) [10.1103/8lw4-6lyk]2025 arXiv Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Determination of the spin and parity of all-charm tetraquarks
Nature 648(8092), 58 - 63 (2025) [10.1038/s41586-025-09711-7]2025 arXiv Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Chekhovsky, V. ; Hayrapetyan, A.Extern* ; Makarenko, V. ; et al
Measurement of event shapes in minimum-bias events from proton-proton collisions at s=13 TeV
Physical review / D 112(11), 112006 (2025) [10.1103/rqvb-gfb7]2025 arXiv Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Hayrapetyan, A.Extern* ; Tumasyan, A. ; Adam, W. ; et al
Search for New Physics in Jet Multiplicity Patterns of Multilepton Events at s=13 TeV
Physical review letters 135(23), 231804 (2025) [10.1103/51fw-klz3]2025 arXiv Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Chekhovsky, V. ; Hayrapetyan, A.Extern* ; Makarenko, V. ; et al
Search for γH production and constraints on the Yukawa couplings of light quarks to the Higgs boson
Physical review / D 112(11), 112001 (2025) [10.1103/6s8n-pvmy]2025 arXiv Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Preprint Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Measurement of Z$γ$ production in proton-proton collisions at $\sqrt{s}$ = 13.6 TeV and constraints on neutral triple gauge couplings
[10.3204/PUBDB-2025-05694] OpenAccess Files Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Hayrapetyan, A.Extern* ; Makarenko, V. ; Tumasyan, A. ; et al
Search for heavy pseudoscalar and scalar bosons decaying to a top quark pair in proton–proton collisions at $\sqrt{s} = 13\,\textrm{TeV}$
Reports on progress in physics 88(12), 127801 - (2025) [10.1088/1361-6633/ae2207]2025 arXiv 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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