Open Science and Data Sets

Presentations

• Enabling AI for Open Science on Supercomputers at NERSC

  ORAL · Invited

  March 10, 2023, 11:00 AM – March 10, 2023, 11:36 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, 11:36 AM – March 10, 2023, 11:48 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, 11:48 AM – March 10, 2023, 12:00 PM

  Publication: [1] Yoshinobu Kitamura, Yusuke Koji and Riichiro Mizoguchi, Applied Ontology, 1, 237-262 (2006).<br>[2] Satoshi Nishimura, et al., Journal of Advanced Computational Intelligence and Intelligent Informatics, 17, 208 (2013).<br>[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, 12:00 PM – March 10, 2023, 12:12 PM

  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, 12:12 PM – March 10, 2023, 12:24 PM

  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, 12:24 PM – March 10, 2023, 12:36 PM

  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, 12:36 PM – March 10, 2023, 1:12 PM

  Presenters

  • June W Lau

    National Institute of Standards and Technology

  Authors

  • June W Lau

    National Institute of Standards and Technology

  View abstract →