Open Science and Data Sets

Presentations

• Enabling AI for Open Science on Supercomputers at NERSC

  ORAL · Invited

  March 10, 2023, 8:00 AM – March 10, 2023, 8:36 AM

  Presenters

  • Steven Farrell

    • Lawrence Berkeley National Laboratory

  Authors

  • Steven Farrell

    • Lawrence Berkeley National Laboratory

  View abstract →

• Facilitating Open Science Practices at User Facility

  ORAL

  March 10, 2023, 8:36 AM – March 10, 2023, 8:48 AM

  Presenters

  • Lyudmila Balakireva

    • Los Alamos National Laboratory

  Authors

  • Lyudmila Balakireva

    • Los Alamos National Laboratory

  • Fedor F Balakirev

    • Los Alamos Natl Lab

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• Application of causality-first functional decomposition trees to data science and materials informatics

  ORAL

  March 10, 2023, 8:48 AM – March 10, 2023, 9:00 AM

  Publication: [1] Yoshinobu Kitamura, Yusuke Koji and Riichiro Mizoguchi, Applied Ontology, 1, 237-262 (2006).
  [2] Satoshi Nishimura, et al., Journal of Advanced Computational Intelligence and Intelligent Informatics, 17, 208 (2013).
  [3] Hiori Kino, Hieu-Chi Dam, Takashi Miyake, Riichiro Mizoguchi, arXiv:2205.00829v1 (2022).

  Presenters

  • Hiori Kino

    • National Institute for Materials Science, Japan

  Authors

  • Hiori Kino

    • National Institute for Materials Science, Japan

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• A Dynamics Data Set for Spin Ice

  ORAL

  March 10, 2023, 9:00 AM – March 10, 2023, 9:12 AM

  Presenters

  • Kyle G Sherman

    • Binghamton University

  Authors

  • Kyle G Sherman

    • Binghamton University

  • Michael J Lawler

    • Binghamton University

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• Novel Representations and Quantitative Structure Property Relationships for Polymers Using Machine Learning

  ORAL

  March 10, 2023, 9:12 AM – March 10, 2023, 9:24 AM

  Presenters

  • Everen J Wegner

    • Milwaukee School of Engineering

  Authors

  • Javad Tamnanloo

    • University of Akron

  • Everen J Wegner

    • Milwaukee School of Engineering

  • Abraham Joy

    • University of Akron
    • The University of Akron

  • Mesfin Tsige

    • University of Akron
    • The University of Akron

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• Application of GARCH Models Generalized with Machine Learning and Quantum Statistical Physics Methodology in Exotic Financial Data and Beyond

  ORAL

  March 10, 2023, 9:24 AM – March 10, 2023, 9:36 AM

  Presenters

  • Haidong Yan

    • University of Rochester

  Authors

  • Haidong Yan

    • University of Rochester

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• NexusLIMS: A Laboratory Information Management System for Shared-Use Electron Microscopy Facilities

  ORAL · Invited

  March 10, 2023, 9:36 AM – March 10, 2023, 10:12 AM

  Presenters

  • June W Lau

    • National Institute of Standards and Technology

  Authors

  • June W Lau

    • National Institute of Standards and Technology

  View abstract →