Modeling - New Algorithms and Machine Learning

Presentations

• High-order moment closure for partially-ionized plasmas

  ORAL

  Oct. 6, 2022, 12:30 AM – Oct. 6, 2022, 12:45 AM

  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)<br><br>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, 12:45 AM – Oct. 6, 2022, 1:00 AM

  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, 1:00 AM – Oct. 6, 2022, 1:15 AM

  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, 1:15 AM – Oct. 6, 2022, 1:30 AM

  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, 1:30 AM – Oct. 6, 2022, 1:45 AM

  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, 1:45 AM – Oct. 6, 2022, 2:00 AM

  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, 2:00 AM – Oct. 6, 2022, 2:15 AM

  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, 2:15 AM – Oct. 6, 2022, 2:30 AM

  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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