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V: Data Science and AI/ML in Physics

ORAL · DD03 · ID: 2275690

Presentations

  • Turbulence Modelling: An inverse problem or a forward dilemma?

    ORAL

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    Presenters

    • Christian J Lagares

      University of Puerto Rico at Mayaguez, University of Puerto Rico at Mayagüez

    Authors

    • Christian J Lagares

      University of Puerto Rico at Mayaguez, University of Puerto Rico at Mayagüez

    • Guillermo Araya

      University of Texas at San Antonio

    View abstract →

  • Complex-time Representation of Repeated Measurement Longitudinal Data and Space-kime Analytics

    ORAL

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    Publication: * Dinov, ID and Velev, MV. (2021) Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics, De Gruyter, STEM Series, ISBN 978-3-11-069780-3, DOI 10.1515/9783110697827. <br>* Zhang, R, Zhang, Y, Liu, Y, Guo, Y, Shen, Y, Deng, D, Qiu, Y, Dinov, ID. (2022) Kimesurface Representation and Tensor Linear Modeling of Longitudinal Data, Neural Computing and Applications Journal, 34:6377–6396, DOI: 10.1007/s00521-021-06789-8. <br>* Wang, Y, Shen Y, Deng, D, Dinov, ID. (2022) Determinism, Well-posedness, and Applications of the Ultrahyperbolic Wave Equation in Spacekime, Journal of Partial Differential Equations in Applied Mathematics, 5(100280), DOI: 10.1016/j.padiff.2022.100280. <br>* Zhang, Y, Shen, Y, Zhang, R, Liu, Y, Guo, Y, Deng, D and Dinov, ID. (2023) Numerical methods for computing the discrete and continuous Laplace transforms, arXiv:2304.13204, DOI: 10.48550/arXiv.2304.13204.

    Presenters

    • Ivo D Dinov

      University of Michigan

    Authors

    • Ivo D Dinov

      University of Michigan

    • Yueyang Shen

      University of Michigan

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  • Linking Ancient Cities: Network Analysis of the Roman Transportation System

    ORAL

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    Publication: Identifying mobility hubs across the Roman transportation system: a network analysis - Chrysovalantis Constantinou, Efthymia Nikita, Ruben Post, Network Science, (submitted)

    Presenters

    • Chrysovalantis Constantinou

      The Cyprus Institute

    Authors

    • Chrysovalantis Constantinou

      The Cyprus Institute

    • Efthymia Nikita

      The Cyprus Institute

    • Ruben Post

      University of St Andrews

    View abstract →

  • NSF HDR ML Anomaly Detection Challenge

    ORAL

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    Presenters

    • Yuan-Tang Chou

      University of Washington

    Authors

    • Yuan-Tang Chou

      University of Washington

    • Elham E Khoda

      University of Washington

    • Shih-Chieh Hsu

      University of Washington

    • Philip C Harris

      Massachusetts Institute of Technology

    • Maria Dadarlat

      Purdue University

    • Seungbin Park

      Purdue University

    • Ekaterina Govorkova

      Massachusetts Institute of Technology

    View abstract →

  • Graph Neural Network-based Track finding as a Service with ACTS

    ORAL

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    Presenters

    • Haoran Zhao

      University of Washington

    Authors

    • Yuan-Tang Chou

      University of Washington

    • Haoran Zhao

      University of Washington

    • Xiangyang Ju

      Lawrence Berkeley National Laboratory

    • Shih-Chieh Hsu

      University of Washington

    • Paolo Calafiura

      Lawrence Berkeley National Laboratory

    • Philip C Harris

      Massachusetts Institute of Technology

    • Patrick McCormack

      Massachusetts Institute of Technology

    • Yao Yao

      Purdue University

    • Yongbin Feng

      Fermi National Accelerator Laboratory

    • Elham E Khoda

      University of Washington

    • Kevin J Pedro

      Fermi National Accelerator Laboratory

    • Dylan S Rankin

      University of Pennsylvania

    • Andrew Naylor

      Lawrence Berkeley National Laboratory

    View abstract →