Modeling - New Algorithms and Machine Learning

Presentations

• High-order moment closure for partially-ionized plasmas

  ORAL

  Oct. 6, 2022, 1:30 PM – Oct. 6, 2022, 1:45 PM

  Publication: A. Alvarez Laguna, B. Esteves, A. Bourdon, P. Chabert, "A regularized high-order moment model to capture non-Maxwellian electron energy distribution function effects in partially-ionized plasmas", Physics of Plasmas, Under review (2022)
  
  A. Alvarez Laguna, K. Hara, "High-order moment closure for partially-ionized plasmas", To be submitted (2022)

  Presenters

  • Alejandro Alvarez Laguna

    • Laboratoire de Physique des Plasmas, CNRS, E. Polytechnique
    • LPP, CNRS, Ecole Polytechnique

  Authors

  • Alejandro Alvarez Laguna

    • Laboratoire de Physique des Plasmas, CNRS, E. Polytechnique
    • LPP, CNRS, Ecole Polytechnique

  • Kentaro Hara

    • Stanford University

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• Development of a 10-Moment Multi-Fluid Model for Low-Temperature Magnetized Plasmas

  ORAL

  Oct. 6, 2022, 1:45 PM – Oct. 6, 2022, 2:00 PM

  Presenters

  • Derek Kuldinow

    • Yale University

  Authors

  • Derek Kuldinow

    • Yale University

  • Kentaro Hara

    • Stanford University

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• Recent progress on asymptotic preserving finite-volume methods for fluid models in low-temperature partially-magnetized plasma applications involving instabilities.

  ORAL

  Oct. 6, 2022, 2:00 PM – Oct. 6, 2022, 2:15 PM

  Presenters

  • Loius Reboul

    • CMAP, Ecole polytechnique
    • CMAP, Ecole Polytechnique

  Authors

  • Loius Reboul

    • CMAP, Ecole polytechnique
    • CMAP, Ecole Polytechnique

  • Alejandro Alvarez Laguna

    • Laboratoire de Physique des Plasmas, CNRS, E. Polytechnique
    • LPP, CNRS, Ecole Polytechnique

  • Anne Bourdon

    • Laboratoire de Physique des Plasmas, CNRS, Ecole polytechnique
    • Ecole Polytechnique
    • Laboratory of Plasma Physics (LPP), France
    • LPP, CNRS, Ecole Polytechnique
    • Laboratoire de Physique des Plasmas (LPP), CNRS, Sorbonne Université, École Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France
    • CNRS, LPP, Ecole Polytechnique
    • Laboratoire de Physique des Plasmas, CNRS, E. Polytechnique

  • Marc Massot

    • Centre de Mathématiques appliquées, Ecole polytechnique

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• Plasma Chamber Design Method Combined with Plasma Deep Learning Model and Optimization Algorithm

  ORAL

  Oct. 6, 2022, 2:15 PM – Oct. 6, 2022, 2:30 PM

  Presenters

  • JungMin Ko

    • Mechatronics Research, Samsung Electronics Co.

  Authors

  • JungMin Ko

    • Mechatronics Research, Samsung Electronics Co.

  • Jinkyu Bae

    • Mechatronics Research, Samsung Electronics Co.

  • Byungjo Kim

    • Mechatronics Research, Samsung Electronics Co.

  • Hyunjae Lee

    • Mechatronics Research, Samsung Electronics Co.
    • Mechatronics Research, Samsung Electronics Co., Ltd.,

  • Younghyun Jo

    • Mechatronics Research, Samsung Electronics Co.

  • Sang Ki Nam

    • Mechatronics Research, Samsung Electronics Co.
    • Mechatronics Research, Samsung Electronics Co., Ltd.,

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• Exploring Physics Informed Neural Networks for Solving an Anisotropic Diffusion Equation Arising in Plasma Kinetics

  ORAL

  Oct. 6, 2022, 2:30 PM – Oct. 6, 2022, 2:45 PM

  Presenters

  • Lucius Schoenbaum

    • University of Alabama in Huntsville

  Authors

  • Vladimir I Kolobov

    • CFDRC, University of Alabama in Huntsville

  • Lucius Schoenbaum

    • University of Alabama in Huntsville

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• An Open Source, Three-Dimensional, Kinetic Code for Modelling Low-Temperature Plasmas on Modern Supercomputing Architectures

  ORAL

  Oct. 6, 2022, 2:45 PM – Oct. 6, 2022, 3:00 PM

  Presenters

  • Andrew Tasman T Powis

    • Princeton Plasma Physics Laboratory
    • Princeton University

  Authors

  • Andrew Tasman T Powis

    • Princeton Plasma Physics Laboratory
    • Princeton University

  • Johan A Carlsson

    • Crow Radio and Plasma Science

  • Stephane A Ethier

    • Princeton Plasma Physics Laboratory

  • Alexander Khaneles

    • Princeton Plasma Physics Laboratory

  • Grant Johnson

    • Princeton Plasma Physics Laboratory

  • Maxwell Rosen

    • Princeton Plasma Physics Laboratory

  • Igor D Kaganovich

    • Princeton Plasma Physics Laboratory, Princeton University, USA
    • Princeton Plasma Physics Laboratory

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• N-body charged particle simulation in two- and three-dimensional systems

  ORAL

  Oct. 6, 2022, 3:00 PM – Oct. 6, 2022, 3:15 PM

  Presenters

  • Yasutaro Nishimura

    • National Cheng Kung University

  Authors

  • Yasutaro Nishimura

    • National Cheng Kung University

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• The LisbOn KInetics Monte Carlo solver

  ORAL

  Oct. 6, 2022, 3:15 PM – Oct. 6, 2022, 3:30 PM

  Publication: [1] T C Dias, A Tejero-del-Caz, L L Alves, V Guerra 2022 Comput. Phys. Commun. submitted

  Presenters

  • Tiago C Dias

    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico - Universidade de Lisboa

  Authors

  • Tiago C Dias

    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico - Universidade de Lisboa

  • Antonio Tejero-del-Caz

    • Departamento de Física, Facultad de Ciencias, Universidad de Córdoba, Córdoba, Spain

  • Luis L Alves

    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Portugal

  • Carlos D Pintassilgo

    • Departamento de Engenharia Física, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal

  • Vasco Guerra

    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico - Universidade de Lisboa
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Portugal
    • Instituto de Plasmas e Fusão Nuclear, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal

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