Optimization of Radio Detectors of Ultra-High-Energy Neutrinos through Deep Learning and Differential Programming

Project Information

NuRadioOpt

Grant agreement ID: 101116890

DOI

10.3030/101116890

EC signature date 25 September 2023

Start date 1 April 2024

End date 31 March 2029

Funded under

• European Research Council (ERC)

Total cost

€ 1 738 721,00

EU contribution

€ 1 738 721,00

Coordinated by

TECHNISCHE UNIVERSITAT DORTMUND
Germany

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (5)

Astroparticle Physics

Author(s): J.M. Alameddine; J. Albrecht; J. Ammerman-Yebra; L. Arrabito; A.A. Alves; D. Baack; A. Coleman; H. Dembinski; D. Elsässer; R. Engel; A. Faure; A. Ferrari; C. Gaudu; C. Glaser; M. Gottowik; D. Heck; T. Huege; K.H. Kampert; N. Karastathis; L. Nellen; T. Pierog; R. Prechelt; M. Reininghaus; W. Rhode; F. Riehn; M. Sackel; P. Sampathkumar; A. Sandrock; J. Soedingrekso; R. Ulrich
Published in: Astroparticle Physics, 2025, ISSN 0927-6505
Publisher: Elsevier BV
DOI: 10.5445/IR/1000178322

Astroparticle Physics

Author(s): Alan Coleman; Christian Glaser; Ryan Rice-Smith; Steven Barwick; Dave Besson
Published in: Astroparticle Physics, 2025, ISSN 0927-6505
Publisher: Elsevier BV
DOI: 10.48550/ARXIV.2410.08615

A differentiable surrogate model for the generation of radio pulses from in-ice neutrino interactions

Author(s): Philipp Pilar, Martin Ravn, Christian Glaser, Niklas Wahlström
Published in: Machine Learning: Science and Technology, Issue 7, 2026, ISSN 2632-2153
Publisher: IOP Publishing
DOI: 10.48550/ARXIV.2509.10274

Event reconstruction for radio-based in-ice neutrino detectors with neural posterior estimation

Author(s): Nils Heyer, Christian Glaser, Thorsten Glüsenkamp, Martin Ravn
Published in: The European Physical Journal C, Issue 86, 2026, ISSN 1434-6052
Publisher: Springer Science and Business Media LLC
DOI: 10.48550/ARXIV.2511.03910

Flavor composition of ultrahigh-energy cosmic neutrinos: Measurement forecasts for in-ice radio-based EeV neutrino telescopes

Author(s): Alan Coleman; Oscar Ericsson; Christian Glaser; Mauricio Bustamante
Published in: Physical Review D, 2024, ISSN 2470-0029
Publisher: American Physical Society
DOI: 10.48550/ARXIV.2402.02432

Conference proceedings (2)

Likelihood-reconstruction for radio detectors of cosmic rays and neutrinos

Author(s): Christian Glaser, Martin Langgård Ravn, Thorsten Glüsenkamp, Ayca Özcelikkale, Alan Coleman
Published in: Proceedings of 39th International Cosmic Ray Conference — PoS(ICRC2025), 2025
Publisher: Sissa Medialab
DOI: 10.22323/1.501.0271

Optimization pipeline for in-ice radio neutrino detectors

Author(s): Martin Langgård Ravn, Philipp Pilar, Christian Glaser, Niklas Wahlström, Thorsten Glüsenkamp
Published in: Proceedings of Fifth MODE Workshop on Differentiable Programming for Experiment Design — PoS(MODE2025), 2025
Publisher: Sissa Medialab
DOI: 10.22323/1.491.0031