Mini-Conference on Machine Learning, Data Science, and Artificial Intelligence in Plasma Research III

ORAL · GM10

Presentations

  • Machine learning for direct spectral measurement inversion

    ORAL

    –

    Presenters

    • Mark R Cianciosa

      Oak Ridge National Lab, Oak Ridge National Laboratory

    Authors

    • Mark R Cianciosa

      Oak Ridge National Lab, Oak Ridge National Laboratory

    • Kody Law

      Manchester University

    • E.H. Henry Martin

      Oak Ridge National Laboratory, Oak Ridge National Lab, ORNL

    • Abdullah Zafar

      North Carolina State University

    • D. L. Green

      Oak Ridge National Lab, Oak Ridge National Laboratory, ORNL

    View abstract →

  • Parameter inference and model calibration with deep jointly-informed neural networks

    ORAL

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    Presenters

    • Kelli D Humbird

      Lawrence Livermore National Laboratory

    Authors

    • Kelli D Humbird

      Lawrence Livermore National Laboratory

    • Jayson Dean Lucius Peterson

      Lawrence Livermore Natl Lab, Lawrence Livermore National Laboratory

    • Ryan McClarren

      University of Notre Dame

    • Jay David Salmonson

      Lawrence Livermore Natl Lab

    • Joseph M Koning

      Lawrence Livermore Natl Lab, Lawrence Livermore National Laboratory

    View abstract →

  • VITALS: Surrogate Models and Genetic Algorithms to Accelerate Transport Model Validation

    ORAL

    –

    Presenters

    • Pablo Rodriguez Fernandez

      Massachusetts Inst of Tech-MIT

    Authors

    • Pablo Rodriguez Fernandez

      Massachusetts Inst of Tech-MIT

    • Anne Elisabeth White

      Massachusetts Inst of Tech-MIT, MIT - PSFC, MIT

    • Alexander J Creely

      Massachusetts Inst of Tech-MIT, MIT Plasma Science and Fusion Center

    • Martin J Greenwald

      Massachusetts Inst of Tech-MIT, Massachusetts Inst of Tech, MIT Plasma Science and Fusion Center, MIT - PSFC, MIT

    • Nathan T Howard

      Massachusetts Inst of Tech-MIT, MIT Plasma Science and Fusion Center, MIT

    • Francesco Sciortino

      Massachusetts Inst of Tech-MIT

    • John C Wright

      MIT PSFC, Plasma Science and Fusion Center, Massachusetts Institute of Technology, Massachusetts Inst of Tech-MIT

    • Clemente Angioni

      Max-Planck-Institut für Plasmaphysik, Max Planck Inst, Garching, Germany, Max Planck Inst

    • Jonathan Citrin

      DIFFER - Dutch Institute for Fundamental Energy Research, Eindhoven, Netherlands, FOM Institute DIFFER

    • Emiliano Fable

      Max Planck Inst, Max-Planck-Institut für Plasmaphysik

    • Simon James Freethy

      Max Planck Inst, Massachusetts Inst of Tech-MIT, Max-Planck-Institut für Plasmaphysik, Massachusetts Inst of Tech-MIT

    • Gary M Staebler

      GA, General Atomics - San Diego

    View abstract →

  • PANEL DISCUSSION

    ORAL

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    Presenters

    • Michael Dikovsky

      Google Inc.

    Authors

    • Michael Dikovsky

      Google Inc.

    • Robert Granetz

      MIT

    • Alessandro Pau

      University of Cagliari

    • Brian Sammuli

      LLNL, General Atomics

    • David Smith

      University of Wisconsin

    • Brian Sammuli

      LLNL, General Atomics

    View abstract →