Name: LIPS
Start: 2024-02-21T09:00:00+01:00
End: 2024-02-23T18:00:00+01:00
Location: DESY

LIPS

from Wednesday 21 February 2024 (09:00) to Friday 23 February 2024 (18:00)

Monday 19 February 2024
Tuesday 20 February 2024
Wednesday 21 February 2024
13:00
13:00 - 19:40
Room: Auditorium
Contributions

13:00 Arrival and registration

14:00 Welcome - Gregor Kasieczka (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik)) Marcus Marcus Brüggen (UHH) Sarah Heim (ATLAS (ATLAS Dark Matter with Higgs))

14:10 Extracting Measurements from (legacy) publications (20'+10') - Peter Steinbach (HZDR)

14:40 Exploring the Strong Coupling and Dark Matter through Natural Language Processing (30'+10') - Annika Eichler (MSK (Strahlkontrollen)) Antonin Sulc (MCS (Control System))

16:00 ChATLAS: An AI Assistant for the ATLAS Collaboration (20'+10') - Cary Randazzo (Louisiana Tech)

16:30 Exploring LLM performance on Physics 101 coursework in different languages (20'+10') - Marcel Völschow (Hamburg University of Applied Sciences)

17:00 Educational Outreach with AI-Assisted CERN Open Data Analysis (20'+10') [zoom] - Paul Philipp Gadow (None) Philipp Gadow (Max-Planck-Institut für Physik)
Thursday 22 February 2024
09:00
09:00 - 13:15
Room: Auditorium
Contributions

09:00 Language Models for Multimessenger Astronomy (20'+10') - Dmitriy Kostiunin (Z_DV (Datenverarbeitung))

09:30 Cosmosage: a 7B LLM Fine-Tuned on Cosmology Papers and Textbooks (25'+10') [zoom] - Tijmen de Haan (KEK)

10:05 LLMs in astronomy (25' + 10') [zoom] - Rui Pan (The Hong Kong University of Science and Technology)

11:10 Semantic taxonomies for radio astronomy (25' + 10') - Micah Bowles (The University of Manchester)

11:45 Semantic association of astronomical images with natural language (20'+10') - Siddharth Mishra-Sharma (MIT)

12:15 MetaInsight: An LLM-Powered Research Assistant (20'+10') [zoom] - Mohamed El Ghafiani (LPMR, Faculty of Science, Mohammed First University, Oujda, Morocco)
14:15
14:15 - 18:15
Room: Auditorium
Contributions

14:15 Language models for quantum simulation (25'+10') [zoom] - Juan Carrasquilla (ETH Zurich)

14:50 AI Honesty and Self-Supervision (25' + 10') [zoom] - Marat Freytsis (Anthropic)

15:25 AI and symbolic math (25'+10') - Francois Charton (Meta AI)

16:30 Prospects of LLMs for Fundamental Physics (25' + 10') [zoom] - Mariel Pettee (Lawrence Berkeley National Laboratory) Siavash Golkar

17:05 Efficient Matrix Multiplication Algorithms for Quantized Language Models (20'+10') [in person, but demo on zoom] - Johannes Gäßler (Karlsruhe Institute of Technology)

17:35 Helmholtz Blablador: An Inference Server for Scientific Large Language Models (20'+10') - Alexandre Strube (Heymholtz AI - Juelich Supercomputing Centre)
Friday 23 February 2024
09:00
09:00 - 13:30
Room: Auditorium
Contributions

09:00 PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators (20'+10') - Antonin Sulc (MCS (Control System))

09:30 Building an Intelligent Accelerator Operations Assistant using Advanced Prompt Engineering Techniques and a High Level Control System Toolkit (20'+10') - Frank Mayet (MPY1 (MPY Fachgruppe 1))

10:00 Large Language Models for Particle Accelerator Tuning (20'+10') - Jan Kaiser (DESY)

10:30 AccGPT: A Vision for AI Assistance at CERN's Accelerator Control and Beyond (20'+10') - Florian Rehm (CMS (CMS Fachgruppe Searches)) Florian Rehm (CERN)

11:30 Large Language Models in Fundamental Physics: An Interdisciplinary Roadmap (25'+10') - Sascha Caron (Radboud University and Nikhef)

12:05 Discussion: Taking stock and the path ahead

13:05 Good-Bye

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