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SUMMARY:Vortrag abgesagt --- Towards an Artificial Muse for New Ideas in P
 hysics
DTSTART:20260528T121500Z
DTEND:20260528T131500Z
DTSTAMP:20260717T111900Z
UID:indico-event-133@indico.zdv.uni-mainz.de
DESCRIPTION:Artificial intelligence (AI) is a potentially disruptive tool 
 for physics and science in general. One crucial question is how this techn
 ology can contribute at a conceptual level to help acquire new scientific 
 understanding or inspire new surprising ideas. I will talk about how AI ca
 n be used as an artificial muse in physics\, which suggests surprising and
  unconventional ideas and techniques that the human scientist can interpre
 t\, understand and generalize to its fullest potential [1]. I will focus o
 n AI for the design of new physics experiments\, in the realm of quantum-o
 ptics [2\, 3] and quantum-enhanced gravitational wave detectors [4] as wel
 l as super-resolution microscopy [5]. In the end\, i will talk about AI-Ma
 ndel [6]\, a closed-loop discovery system that automatically generates new
  ideas in quantum physics [7] and can execute and verify them with intelli
 gent domain tools\, with ideas being at the level of publishable works in 
 quantum physics.[1] Krenn\, Pollice\, Guo\, Aldeghi\, Cervera-Lierta\, Fri
 ederich\, Gomes\, Häse\, Jinich\, Nigam\, Yao\, Aspuru-Guzik\, On scienti
 fic understanding with artificial intelligence. Nature Reviews Physics 4\,
  761 (2022).[2] Krenn\, Kottmann\, Tischler\, Aspuru-Guzik\, Conceptual un
 derstanding through efficient automated design of quantum optical experime
 nts. Physical Review X 11(3)\, 031044 (2021).[3] Ruiz-Gonzalez\, Arlt\, et
  al.\, Digital Discovery of 100 diverse Quantum Experiments with PyTheus\,
  Quantum 7\, 1204 (2023).[4] Krenn\, Drori\, Adhikari\, Digital Discovery 
 of interferometric Gravitational Wave Detectors\, in press: Phys. Rev. X 1
 5\, 021012 (2025).[5] Rodríguez\, Arlt\, Möckl\, Krenn\, Automated disco
 very of experimental designs in super-resolution microscopy with XLuminA\,
  Nature Comm. 15\, 10658 (2024)[6] Arlt\, Gu\, Krenn\, Towards autonomous 
 quantum physics research using LLM agents with access to intelligent tools
 . arXiv:2511.11752 (2025).[7] Gu\, Krenn\, Interesting Scientific Idea Gen
 eration Using Knowledge Graphs and LLMs: Evaluations with 100 Research Gro
 up Leaders. arXiv:2405.17044 (2024)\n\nhttps://indico.zdv.uni-mainz.de/eve
 nt/133/
LOCATION:Lorentz (IPH)
URL:https://indico.zdv.uni-mainz.de/event/133/
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