Modeling & Simulation VIII

Presentations

• Chips Making Chips: The Role of Plasma Modeling, Virtualization and Machine Learning in Advanced Semiconductor Development

  ORAL · Invited

  Oct. 4, 2024, 8:00 AM – Oct. 4, 2024, 8:30 AM

  Presenters

  • David Michael Fried

    • Lam Research

  Authors

  • David Michael Fried

    • Lam Research

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• A Hybrid Approach using Deep Learning and Plasma Fluid Modeling for Simulating High-Power Microwave Breakdown

  ORAL

  Oct. 4, 2024, 8:30 AM – Oct. 4, 2024, 8:45 AM

  Presenters

  • Bhaskar Chaudhury

    • Group in Computational Science and HPC, DA-IICT, India.
    • Group in Computational Science and HPC, DA-IICT, Gandhinagar, India

  Authors

  • Kalp Pandya

    • Group in Computational Science and HPC, DAIICT, India.

  • Bhaskar Chaudhury

    • Group in Computational Science and HPC, DA-IICT, India.
    • Group in Computational Science and HPC, DA-IICT, Gandhinagar, India

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• Prediction of plasma properties from optical emission spectra via machine learning-based inversion of the collisional-radiative model for Ar plasmas

  ORAL

  Oct. 4, 2024, 8:45 AM – Oct. 4, 2024, 9:00 AM

  Publication: F. Arellano, M. Kusaba, S. Wu, R. Yoshida, Z. Donkó, P. Hartmann, Ts. V. Tsankov and S. Hamaguchi, "Machine learning-based prediction of the electron energy distribution and electron density of argon plasma from the optical emission spectra," Submitted.
  
  J. Mieda, F. Arellano, S. Hamaguchi, "Prediction of plasma properties from Argon Plasma Optical Emission Spectroscopy Using Genetic Algorithm", In preparation

  Presenters

  • Joichiro Mieda

    • Osaka University

  Authors

  • Joichiro Mieda

    • Osaka University

  • Fatima Jenina Tolentino Arellano

    • Osaka University

  • Satoshi Hamaguchi

    • Division of Materials and Manufacturing Science, Graduate School of Engineering, Osaka University
    • Osaka University

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• A new approach to the electromagnetic Darwin scheme

  ORAL

  Oct. 4, 2024, 9:00 AM – Oct. 4, 2024, 9:15 AM

  Presenters

  • Igor D Kaganovich

    • Princeton Plasma Physics Laboratory

  Authors

  • Dmytro Sydorenko

    • Department of Physics, University of Alberta, AB, Canada
    • University of Alberta, Edmonton, Alberta T6G 2E1, Canada

  • Igor D Kaganovich

    • Princeton Plasma Physics Laboratory

  • Alexander V. Khrabrov

    • Princeton Plasma Physics Laboratory

  • Stephane A Ethier

    • Princeton Plasma Physics Laboratory

  • Jian Chen

    • Sino-French Institute of Nuclear Engineering and Technology, Sun Yat-sen University, Zhuhai 519082, P. R. China

  • Salomon Janhunen

    • Los Alamos National Laboratory

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