Data Science and Computational Physics

Presentations

• Extreme Value Statistics of Community Detection in Complex Networks with Reduced Network Extremal Ensemble Learning (RenEEL)

  ORAL

  Oct. 14, 2022, 2:00 PM – Oct. 14, 2022, 2:12 PM

  Presenters

  • TANIA GHOSH

    • Department of Physics, University of Houston and Texas Center for Superconductivity, University of Houston

  Authors

  • TANIA GHOSH

    • Department of Physics, University of Houston and Texas Center for Superconductivity, University of Houston

  • R.K.P. Zia

    • Center for Soft Matter and Biological Physics, Department of Physics, Virginia Tech, and Department of Physics, University of Houston
    • Department of Physics, University of Houston and Department of Physics, Virginia Tech

  • Kevin E Bassler

    • Department of Physics and Texas Center for Superconductivity, University of Houston
    • Department of Physics, University of Houston and Texas Center for Superconductivity, University of Houston

  View abstract →

• Exploring the use of machine learning in unfolding experimental data

  ORAL

  Oct. 14, 2022, 2:12 PM – Oct. 14, 2022, 2:24 PM

  Presenters

  • Joseph I Atchison

    • Abilene Christian University

  Authors

  • Joseph I Atchison

    • Abilene Christian University

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• The method to solve nonlinear partial fractional differential equation using fractional Bhatti-polynomial BasesMd. Habibur Rahman, Muhammad I. Bhatti*, and Nicholas DimakisUniversity of Texas Rio Grande Valley, Edinburg, Texas, 78539*Corresponding author: Muhammad.bhatti@utrgv.edu

  ORAL

  Oct. 14, 2022, 2:24 PM – Oct. 14, 2022, 2:36 PM

  Publication: [1] M.I. Bhatti, H. Rahman, N. Dimakis, M.I. Bhatti, H. Rahman, N. Dimakis, Approximate Solutions of Nonlinear Partial Differential Equations Using B-Polynomial Bases, Fractal and Fractional 2021, Vol. 5, Page: 106. 5 (2021) 106.
  [2] M.I. Bhatti, M.H. Rahman, Technique to solve linear fractional differential equations using b-polynomials bases, Fractal and Fractional. 5 (2021).
  [3] H. Rahman, M.I. Bhatti, N. Dimakis, A Method to Solve One-Dimensional Nonlinear Fractional Differential Equation Using B-Polynomials (2022). (Preprint)

  Presenters

  • Md. Habibur H Rahman

  Authors

  • Md. Habibur H Rahman

  • Muhammad I. Bhatti

    • The University of Texas Rio Grand

  • Nicholas Dimakis

    • The University of Texas Rio Grand

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• Using Unsupervised Neural Networks for Signal Classification in XENONnT

  ORAL

  Oct. 14, 2022, 2:36 PM – Oct. 14, 2022, 2:48 PM

  Presenters

  • Luis A Sanchez

    • PhD Student of Physics and Astronomy, Rice University

  Authors

  • Luis A Sanchez

    • PhD Student of Physics and Astronomy, Rice University

  • Erzsébet Merényi

    • Research Professor of Statistics, Rice University

  • Christopher Tunnell

    • Assistant professor of Physics, Astronomy, and Computer Science at Rice University

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• Hybrid density functional theory study of substitutional Gd in β-Ga₂O₃

  ORAL

  Oct. 14, 2022, 2:48 PM – Oct. 14, 2022, 3:00 PM

  Publication: Work is under review with the Journal of Physics and Chemistry of Solids

  Presenters

  • Eric W Welch

    • Texas State University
    • Prairie View A&M

  Authors

  • Eric W Welch

    • Texas State University
    • Prairie View A&M

  • Pablo Borges

    • Universidade Federal de Vicosa, Rio Paranaiba, MG, Brazil

  • Luisa M Scolfaro

    • Texas State University

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