Mini-Conference: Digital Twins for Fusion Research II
ORAL · CM11 · ID: 2647975
Presentations
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Introduction
COFFEE_KLATCH
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Frontier AI for Science, Security, and Technology (FASST): transformative AI for the fusion community and the nation
ORAL
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Presenters
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Brian K Spears
- LLNL
Authors
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Brian K Spears
- LLNL
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Surrogate model of energetic particle transport in reactor-relevant fusion devices
ORAL
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Presenters
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Yashika Ghai
- Oak Ridge National Lab
Authors
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Yashika Ghai
- Oak Ridge National Lab
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Don A. Spong
- Oak Ridge National Lab
- ORNL
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Jacobo Varela
- University of Texas
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Luis Garcia
- Universidad Carlos III de Madrid, 28911 Leganes, Madrid, Spain
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Juan Ortiz
- Universidad Carlos III de Madrid
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Wisdom Dayok
- Oak Ridge National Lab
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AI for Fusion Diagnostics, Control and Science Discovery
ORAL
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Presenters
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Egemen Kolemen
- Princeton University
Authors
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Egemen Kolemen
- Princeton University
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Enhancing Temporal Resolution in Fusion Diagnostics through Multimodal Neural Networks
ORAL
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Presenters
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Azarakhsh Jalalvand
- Princeton University
Authors
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Azarakhsh Jalalvand
- Princeton University
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Max Curie
- Princeton University
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Sang-Kyeun Kim
- Princeton Plasma Physics Laboratory
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Jaemin Seo
- Seoul National University
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Peter Steiner
- Princeton University
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Qiming Hu
- Princeton Plasma Physics Laboratory
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Andrew Oakleigh O Nelson
- Columbia
- Columbia University
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Egemen Kolemen
- Princeton University
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Towards validated higher-fidelity AI models in fusion exhaust
ORAL
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Presenters
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Sven Wiesen
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, Netherlands
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
Authors
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Sven Wiesen
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, Netherlands
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
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Stefan Dasbach
- Forschungszentrum Juelich GmbH, Institut fuer Energie- und Klimaforschung – Plasmaphysik, Juelich, Germany
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Adam Kit
- VTT Technical Research Centre of Finland, VTT, Finland
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Aaro E Jaervinen
- VTT Technical Research Centre of Finland, VTT, Finland
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Andreas Gillgren
- Chalmers University of Technology, Gothenburg, Sweden
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Aaron Ho
- MIT Plasma Science and Fusion Center
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
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Alex Panera
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
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Dirk Reiser
- Forschungszentrum Juelich GmbH, Institut fuer Energie- und Klimaforschung – Plasmaphysik, Juelich, Germany
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Martin Brenzke
- Forschungszentrum Juelich GmbH, Institut fuer Energie- und Klimaforschung – Plasmaphysik, Juelich, Germany
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Yoeri Poels
- Ecole Polytechnique Federale de Lausanne, Swiss Plasma Center, Lausanne, Switzerland
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Egbert Westerhof
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
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Gijs L Derks
- DIFFER - Dutch Institute for Fundamental Energy Research, De Zaale 20, 5612 AJ Eindhoven, the Netherlands
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Vlado Menkowski
- 5Eindhoven University of Technology, Mathematics and Computer Science, Eindhoven, The Netherlands
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Par Strand
- Chalmers University of Technology, Gothenburg, Sweden
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Plasma surrogate modelling using Fourier neural operators
ORAL
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Publication: Gopakumar, Vignesh, Stanislas Pamela, Lorenzo Zanisi, Zongyi Li, Ander Gray, Daniel Brennand, Nitesh Bhatia et al. "Plasma surrogate modelling using Fourier neural operators." Nuclear Fusion 64, no. 5 (2024): 056025.
Presenters
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Zongyi Li
- Caltech
Authors
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Zongyi Li
- Caltech
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Vignesh Gopakumar
- ukaea
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Stanislas Pamela
- ukaea
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Lorenzo Zanisi
- ukaea
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Anima Anandkumar
- Caltech
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Discussion
COFFEE_KLATCH
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TORAX: A Fast and Differentiable Tokamak Transport Simulator in JAX
ORAL
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Publication: https://arxiv.org/abs/2406.06718
https://github.com/google-deepmind/torax
https://torax.readthedocs.io/Presenters
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Jonathan Citrin
- Google DeepMind
Authors
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Jonathan Citrin
- Google DeepMind
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Ian Goodfellow
- Google DeepMind
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Akhil Raju
- Google DeepMind
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Sebastian Bodenstein
- Google DeepMind
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Craig Donner
- Google DeepMind
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Federico Felici
- Google DeepMind
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Anushan Fernando
- Google DeepMind
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Philippe Hamel
- Google DeepMind
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Andrea Huber
- Google DeepMind
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Tamara Norman
- Google DeepMind
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David Pfau
- Google DeepMind
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Brendan Tracey
- Google DeepMind
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Devon J Battaglia
- Commonwealth Fusion Systems
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Anna A Teplukhina
- Commonwealth Fusion Systems
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Josiah Wai
- Commonwealth Fusion Systems
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IPS-FASTRAN Integrated Modeling for Tokamak Pulse Simulation and Fusion Pilot Plant Design
ORAL
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Presenters
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Jin Myung Park
- Oak Ridge National Laboratory
Authors
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Jin Myung Park
- Oak Ridge National Laboratory
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Rhea L Barnett
- Oak Ridge National Lab
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Mark R Cianciosa
- Oak Ridge National Laboratory
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Cami S Collins
- Oak Ridge National Lab
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Yashika Ghai
- Oak Ridge National Lab
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Sebastian De Pascuale
- Oak Ridge National Laboratory
- Oak Ridge National Lab
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Ehab M Hassan
- Oak Ridge National Laboratory
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Kyungjin Kim
- Oak Ridge National Laboratory
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Jeremy Lore
- Oak Ridge National Laboratory
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Philip B Snyder
- Oak Ridge National Lab
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Gary M Staebler
- Oak Ridge National Laboratory
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Robert S Wilcox
- Oak Ridge National Laboratory
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Geometry-Aware Coupling of Multimodel Simulations and Data for Digital Twins through the Parallel Coupler for Multimodel Simulations (PCMS)
ORAL
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Publication: - P. E. Davis et al., "Benesh: a Framework for Choreographic Coordination of In Situ Workflows," 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC), Goa, India, 2023, pp. 298-308, doi: 10.1109/HiPC58850.2023.00047.
- Shephard, M.S., Merson, J., Sahni, O. et al. Unstructured mesh tools for magnetically confined fusion system simulations. Engineering with Computers (2024). https://doi.org/10.1007/s00366-024-01976-2
- (planned) A coupled scheme for Monte Carlo neutral recycling and microturbulence simulations with Degas2 and XGC.
- (planned) A distribution function coupling framework for neutral beam injection into microturbulence simulations using Beams3D and GTC.Presenters
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Jacob Merson
- Rensselaer Polytechnic Institute
Authors
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Jacob Merson
- Rensselaer Polytechnic Institute
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Abhiyan Paudel
- Rensselaer Polytechnic Institute
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Fuad Hasan
- Rensselaer Polytechnic Institute
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Cameron W Smith
- Rensselaer Polytechnic Institute
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Angel Castillo-Crooke
- Rensselaer Polytechnic Institute
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Mark S. Shephard
- Rensselaer Polytechnic Institute
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Eric Suchyta
- Oak Ridge National Laboratory
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Extended database of 2D UEDGE simulations for KSTAR detachment control with variations of plasma currents
ORAL
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Publication: [1] M. Zhao et al., "Building database of 2D UEDGE simulations for KSTAR detachment control", 65th APS-DPP (2023), Denver, CO.
[2] B. Zhu et al., APS Invited talk at this conference.
[3] T. Eich et al., 2013 Nucl. Fusion 53 093031
Presenters
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Menglong Zhao
- Lawrence Livermore National Laboratory
Authors
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Menglong Zhao
- Lawrence Livermore National Laboratory
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Ben Zhu
- Lawrence Livermore Natl Lab
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Tom Rognlien
- Lawrence Livermore National Laboratory
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xueqiao xu
- Lawrence Livermore National Laboratory
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William H. Meyer
- Lawrence Livermore Natl Lab
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Nami Li
- Lawrence Livermore National Laboratory
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Xinxing Ma
- General Atomics
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KyuBeen Kwon
- Oak Ridge Associated Universities
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David Eldon
- General Atomics - San Diego
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Hyungho Lee
- Korea Institute of Fusion Energy
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Junghoo Hwang
- kaist
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Discussion
COFFEE_KLATCH
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