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DTSTAMP:20260724T151406Z
LOCATION:Bldg. 6 - 001 - Plenary Room
DTSTART;TZID=Europe/Stockholm:20260701T163000
DTEND;TZID=Europe/Stockholm:20260701T173000
UID:submissions.pasc-conference.org_PASC26_sess139@linklings.com
SUMMARY:PD2 - Co-Designing Trust: Interdisciplinary HPC, AI, and the Futur
 e of Science
DESCRIPTION:As exascale computing becomes more prominent, alongside AI-dri
 ven models and heterogeneous architectures, the nature of scientific disco
 very is evolving, and with it comes our responsibility to ensure its trust
 worthiness. \n\nThis panel addresses shifts driven by scale, the balance b
 etween physics-based simulations and machine-learned surrogates, and the g
 rowing complexity of computational workflows. Can verification, validation
 , and uncertainty quantification (VVUQ) keep pace with non-deterministic h
 ardware, low-precision computation, and workflows/volumes that are increas
 ingly difficult to reproduce? As AI co-authors discovery, how do we ensure
  accountability in science? \n\nBeyond the technical domain, the panel exp
 lores HPC's role in shaping societal trust. As scientific communication co
 mpetes for attention in digital spaces, how can the community ensure that 
 its outputs remain credible, transparent, and accessible? \n\nThe panel hi
 ghlights inclusive co-design as a promising path forward; bringing togethe
 r diverse stakeholders across disciplines, sectors, and society to embed t
 rust and shared ownership into the foundations of research.\n\nCo-Designin
 g Trust: Interdisciplinary HPC, AI, and the Future of Science\n\nAs exasca
 le computing becomes more prominent, alongside AI-driven models and hetero
 geneous architectures, the nature of scientific discovery is evolving, and
  with it comes our responsibility to ensure its trustworthiness. This pane
 l addresses shifts driven by scale, the balance between physics-based...\n
 \n\nElaine Raybourn (University of Central Florida), Dominik Obrist (Unive
 rsity of Bern), Katharina Frey (International Computation and AI Network),
  Jay Lofstead (Sandia National Laboratories), and Danny Perez (LANL)\n\nSe
 ssion Chairs: Elaine M. Raybourn (University of Central Florida) and Domin
 ik Obrist (University of Bern)
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