2026-07-20T11:15:06Z https://drops.dagstuhl.de/oai

oai:drops-oai.dagstuhl.de:19231 2026-04-20T13:12:37Z ddc:004 open_access

AI-Augmented Facilities: Bridging Experiment and Simulation with ML (Dagstuhl Seminar 23132) Bremer, Peer-Timo Spears, Brian Gibbs, Tom Bussmann, Michael Self-driving experiments Smart facilities AI models Multimodal data Accelerated scientific discovery AI software stack for experiments In the last week of March 2023, Schloss Dagstuhl hosted a Dagstuhl Seminar on "AI-Augmented Facilities: Bridging Experiment and Simulation with ML". The seminar brought together experimental and computational scientists, experts on edge and HPC computing, and machine learning and computer science researchers to jointly develop a strategic vision on how to move towards AI-augmented facilities in a unified manner. The goal was to suggest a common research agenda with an emphasis on areas where joint efforts are needed for future progress. Starting with some overarching perspectives the seminar was dominated by lively discussions that resulted in a strategic write-up to be published separately. Schloss Dagstuhl – Leibniz-Zentrum für Informatik Peer-Timo Bremer and Brian Spears and Tom Gibbs and Michael Bussmann 2023 Is Part Of Dagstuhl Reports, Volume 13, Issue 3 (2023) Article Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/DagRep.13.3.106 urn:nbn:de:0030-drops-192317 https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.3.106 eng https://creativecommons.org/licenses/by/4.0/legalcode