This one-day workshop is part of the CDS workshop series Machine Learning + X and is the first event in the field of astrophysics. The workshop is jointly organized by the Center for Data and Simulation Science (CDS) and the SFB 1601.
Date: 21 November 2025, 09:00 – 15:00
Location: Building 125, Seminar Room 1.01
Organization: Center for Data and Simulation Science (CDS) and SFB 1601
Contact: Lea Saßmannshausen (CDS)
Contributed Talks
| Speaker | Title |
|---|---|
Andreas Lintermann | Integration of AI in Physics Simulations |
Aleksandar Bojchevsky | Trusting the Untrustworthy: Toward Reliable AI for Science |
Stefan Kesselheim | Simulations, surrogates, statistics: Machine Learning in Astrophysics and beyond |
Poster Contributions
| Contributors (Pitch, Poster) | Collaborators | Pitch Title |
|---|---|---|
Devika Bhatnagar | V. Balakrishnan, V. Venkatraman Krishnan, P. Freire, M. Kramer | The Pulsar Sorting Hat: AI to Accelerate Discoveries of Relativistic Binaries |
André Bresges | Functional Magnetic Resonance Imaging of Human Brain Functions during simulated car driving: Possible applications for a Shared Universe Engine | |
Tobias Solymosi | T. Danowski, B. Jones, S. Kesselheim, P. Schilke | Prostellar structure recovery using deep learning |
Jakob Dietl | J. Dietl, F. Pacaud, T. H. Reiprich, A. Rüttgers, Z. Lähner, A. Veronica | Uncovering the Giants in the Sky - Semantic Segmentation of Galaxy Clusters in Astrophysical Surveys |
Lucie Flek | C. D. Le, D. Kaczér, K. Schmieden, M. Schott | Analyzing Gravitational Waves with Transformers |
Aleyna Nuray Ortakoese | M. Weis, S. Walch-Gassner | Following Tracer Particles to Identify Filaments in Star-Forming Cores with HDBSCAN |
Daniel Seifried | R. Patel, S. Walch | The filamentary ISM: Structure Identification and characterization |
