Machine Learning and Data in Polymer Physics

Presentations

• Autonomous robotic platform (PolyBot) for conjugated polymer processing

  ORAL · Invited

  March 17, 2022, 9:00 AM – March 17, 2022, 9:36 AM

  Publication: https://www.anl.gov/cnm/polybot

  Presenters

  • Jie Xu

    Argonne National Laboratory

  Authors

  • Jie Xu

    Argonne National Laboratory

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• New Informatics Tools to Help Make Polymer Data Bigger

  ORAL · Invited

  March 17, 2022, 9:36 AM – March 17, 2022, 10:12 AM

  Presenters

  • Bradley D Olsen

    Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachusetts Institute of Technology MIT

  Authors

  • Bradley D Olsen

    Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachusetts Institute of Technology MIT

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• MLExchange, bringing machine learning to the beamline

  ORAL · Invited

  March 17, 2022, 10:12 AM – March 17, 2022, 10:48 AM

  Presenters

  • Alexander Hexemer

    Lawrence Berkeley National Laboratory

  Authors

  • Alexander Hexemer

    Lawrence Berkeley National Laboratory

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• Improving prediction and understanding with theory aware machine learning

  ORAL · Invited

  March 17, 2022, 10:48 AM – March 17, 2022, 11:24 AM

  Presenters

  • Debra J Audus

    NIST, National Institute of Standards and Tech, National Institute of Standards and Technology

  Authors

  • Debra J Audus

    NIST, National Institute of Standards and Tech, National Institute of Standards and Technology

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• Data driven approaches to quantifying charge transport in semiconducting systems

  ORAL · Invited

  March 17, 2022, 11:24 AM – March 17, 2022, 12:00 PM

  Presenters

  • Baskar Ganapathysubramanian

    Iowa State University

  Authors

  • Baskar Ganapathysubramanian

    Iowa State University

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