Workshop I: Artificial Intelligence & Machine Learning in Plasma Science and Beyond

Presentations

• Artificial Intelligence {\&} Machine Learning in Plasma Science and Beyond; Introduction

  ORAL · Invited

  Oct. 5, 2020, 8:30 AM – Oct. 5, 2020, 8:45 AM

  Authors

  • Satoshi Hamaguchi

    • Osaka University
    • Osaka Univ
    • Osaka University, Japan

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• Optimizing Etching Conditions by Reinforcement Learning and Data Compensation Method

  ORAL · Invited

  Oct. 5, 2020, 8:45 AM – Oct. 5, 2020, 9:15 AM

  Authors

  • Hyakka Nakada

    • Hitachi, Ltd. Research & Development Group

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• Neural network surrogate modelling of tokamak plasma turbulence

  ORAL · Invited

  Oct. 5, 2020, 9:15 AM – Oct. 5, 2020, 9:45 AM

  Authors

  • Jonathan Citrin

    • DIFFER, Eindhoven, The Netherlands

  • Clarisse Bourdelle

    • CEA, IRFM, Saint Paul Lez Durance, France

  • Yann Camenen

    • CNRS, Aix-Marseille Univ., Marseille, France

  • Federico Felici

    • SPC/EPFL, Lausanne, Switzerland

  • Aaron Ho

    • DIFFER, Eindhoven, The Netherlands

  • Philipp Horn

    • DIFFER, Eindhoven, The Netherlands

  • Bart Kremers

    • DIFFER, Eindhoven, The Netherlands

  • Karel van de Plassche

    • DIFFER, Eindhoven, The Netherlands

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• Pairing plasma diagnostics, theory and simulations with machine learning to overcome the limitations of big data analytics in complex plasma processes

  COFFEE_KLATCH · Invited

  Oct. 5, 2020, 9:45 AM – Oct. 5, 2020, 10:15 AM

  Authors

  • Jun Shinagawa

    • Tokyo Electron America, Inc.

  • Peter Ventzek

    • Tokyo Electron America

  • Yusuke Tamakawa

    • Tokyo Electron Miyagi Ltd.

  • Hiromasa Mochiki

    • Tokyo Electron Miyagi Ltd.

  • Noritaka Yokomori

    • Tokyo Electron Ltd.

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• Break (10:15am - 10:30am)

  Oct. 5, 2020, 10:15 AM – Oct. 5, 2020, 10:30 AM

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• Learning-based Control for Non-equilibrium Plasmas

  ORAL · Invited

  Oct. 5, 2020, 10:30 AM – Oct. 5, 2020, 11:00 AM

  Authors

  • Ali Mesbah

    • University of California, Berkeley

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• Data reprocessing in omics-driven approaches in plasma medicine

  ORAL · Invited

  Oct. 5, 2020, 11:00 AM – Oct. 5, 2020, 11:30 AM

  Authors

  • Kristian Wende

    • INP Greifswald/ZIK plasmatis

  • Nick Plathe

    • INP Greifswald/ZIK plasmatis

  • Sander Bekeschus

    • INP Greifswald/ZIK plasmatis

  • Thomas von Woedtke

    • INP Greifswald

  • Klaus-Dieter Weltmann

    • INP Greifswald

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