Computational Methods for Statistical Mechanics: Advances and Applications: Part III

Presentations

• Quantum-accurate large-scale molecular dynamics and Monte Carlo simulation of materials with LAMMPS and FitSNAP

  ORAL · Invited

  March 19, 2025, 6:00 PM – March 19, 2025, 6:36 PM

  Publication: [1] Thompson et al., Comp. Phys. Comm., 271:108171, 2022. DOI 10.1016/j.cpc.2021.108171 <br>[2] Thompson et al., J. Comp. Phys., 285:316, 2015. DOI 10.1016/j.jcp.2014.12.018 <br>[3] Rohskopf et al., Journal of Open Source Software, 8: 5118, 2023. DOI 10.21105/joss.05118

  Presenters

  • Aidan P Thompson

    Sandia National Laboratories

  Authors

  • Aidan P Thompson

    Sandia National Laboratories

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• Structural Complexity in Metallic Glasses: Unveiling the Mechanisms and Motifs of Glass Formation from Molecular Dynamics Simulations

  ORAL

  March 19, 2025, 6:36 PM – March 19, 2025, 6:48 PM

  Presenters

  • Emel Gürbüz

    University of Illinois Urbana-Champaign

  Authors

  • Emel Gürbüz

    University of Illinois Urbana-Champaign

  • Elif Ertekin

    University of Illinois at Urbana-Champaign

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• Optimizing Entropic Cluster Yields at Equilibrium Using Analytical Computation and Gradient-Based Methods

  ORAL

  March 19, 2025, 6:48 PM – March 19, 2025, 7:00 PM

  Presenters

  • Livia Guttieres

    Harvard University

  Authors

  • Livia Guttieres

    Harvard University

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• Tensor networks for p-spin models

  ORAL

  March 19, 2025, 7:00 PM – March 19, 2025, 7:12 PM

  Publication: B. Lanthier, J. Côté, and S. Kourtis, "Tensor networks for p-spin models," Frontiers in Physics, vol. 12,<br>2024.<br>Lanthier, Benjamin, et al. Tensor Networks for p-Spin Models. arXiv:2405.08106, arXiv, 13 May 2024. arXiv.org, https://doi.org/10.48550/arXiv.2405.08106.

  Presenters

  • Benjamin Lanthier

    Université de Sherbrooke

  Authors

  • Benjamin Lanthier

    Université de Sherbrooke

  • Jeremy Côté

    Université de Sherbrooke

  • Stefanos Kourtis

    Université de Sherbrooke

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• Deep generative modelling of the canonical ensemble with differentiable thermal properties

  ORAL

  March 19, 2025, 7:12 PM – March 19, 2025, 7:24 PM

  Publication: Deep generative modelling of canonical ensemble with differentiable thermal properties, arXiv:2404.18404

  Presenters

  • Shuo-Hui Li

    The Hong Kong University of Science and Technology

  Authors

  • Shuo-Hui Li

    The Hong Kong University of Science and Technology

  • Yao-Wen Zhang

    The Hong Kong University of Science and Technology

  • Ding Pan

    The Hong Kong University of Science and Technology (HKUST)

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• Percolation of random clusters and the nature of percolation in the 2D ±J random bond Ising Model

  ORAL

  March 19, 2025, 7:24 PM – March 19, 2025, 7:36 PM

  Presenters

  • Amirhossein Manouchehri

    University of California, Riverside

  Authors

  • Amirhossein Manouchehri

    University of California, Riverside

  • Kirill Shtengel

    University of California, Riverside

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• Abstract Withdrawn

  ORAL Withdrawn

  March 19, 2025, 7:36 PM – March 19, 2025, 7:48 PM

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• Understanding Ionic Liquid Transport Properties via Two-State Bursty Dynamics

  ORAL

  March 19, 2025, 7:48 PM – March 19, 2025, 8:00 PM

  Presenters

  • Daehong Kim

    Seoul National University

  Authors

  • Daehong Kim

    Seoul National University

  • YongSeok Jho

    Gyeongsang National University

  • Won Bo Lee

    Seoul National University, seoul national university

  • Hang-Hyun Jo

    The Catholic University of Korea

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