Machine Learning Approaches to Understanding Bulk Metallic Glasses and Other Amorphous Materials

Presentations

• Machine Learning Stress Overshoot of Amorphous Solids

  ORAL

  March 8, 2019, 11:15 AM – March 8, 2019, 11:27 AM

  Presenters

  • Shiyun Zhang

    • Department of Physics, University of Science and Technology of China

  Authors

  • Shiyun Zhang

    • Department of Physics, University of Science and Technology of China

  • Wen Zhang

    • Department of Physics, University of Science and Technology of China
    • University of Science and Technology of China

  • Ning Xu

    • Department of Physics, University of Science and Technology of China
    • University of Science and Technology of China

  View abstract →

• Interplay of softness and rearrangements during avalanche propagation

  ORAL

  March 8, 2019, 11:27 AM – March 8, 2019, 11:39 AM

  Presenters

  • Ge Zhang

    • University of Pennsylvania

  Authors

  • Ge Zhang

    • University of Pennsylvania

  • Sean Ridout

    • University of Pennsylvania

  • Andrea Liu

    • University of Pennsylvania
    • Physics, University of Pennsylvania

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• A Structural Measure of Effective- (Fictive-) Temperature and its Basis in Statistical Mechanics

  ORAL

  March 8, 2019, 11:39 AM – March 8, 2019, 11:51 AM

  Presenters

  • Michael Falk

    • Johns Hopkins University

  Authors

  • Michael Falk

    • Johns Hopkins University

  • Darius D Alix-Williams

    • Johns Hopkins University

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• Interaction potentials for bulk metallic glasses that can generate both brittle and ductile mechanical response

  ORAL

  March 8, 2019, 11:51 AM – March 8, 2019, 12:03 PM

  Presenters

  • Aya Nawano

    • Department of Mechanical Engineering and Materials Science, Yale University

  Authors

  • Aya Nawano

    • Department of Mechanical Engineering and Materials Science, Yale University

  • Jan Schroers

    • Department of Mechanical Engineering & Materials Science, Yale University
    • Department of Mechanical Engineering and Materials Science, Yale University

  • Mark Shattuck

    • Benjamin Levich Institute and Physics Department, The City College of the City University of New York
    • Department of Physics and Benjamin Levich Institute, The City College of the City, University of New York
    • City College of New York
    • Department of Mechanical Engineering & Materials Science, City College New York
    • Physics, The City College of the City University of New York
    • The City College of New York

  • Corey Shane O'Hern

    • Yale Univ
    • Department of Mechanical Engineering & Materials Science, Yale University
    • Department of Mechanical Engineering and Materials Science, Yale University
    • Mechanical Engineering and Materials Science, Yale University
    • Mechanical Engineering & Material Science, Physics, and Applied Physics, Yale University
    • Yale University

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• Correlations in the shear flow of athermal amorphous solids: A principal component analysis

  ORAL

  March 8, 2019, 12:03 PM – March 8, 2019, 12:15 PM

  Presenters

  • Celine Ruscher

    • Stewart Blusson Quantum Matter Institute

  Authors

  • Celine Ruscher

    • Stewart Blusson Quantum Matter Institute

  • Joerg G Rottler

    • Stewart Blusson Quantum Matter Institute
    • University of British Columbia

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• Analyzing the Internal Structure of Metallic Glasses through X-ray Absorption Fine Structure (XAFS) Spectroscopy

  ORAL

  March 8, 2019, 12:15 PM – March 8, 2019, 12:27 PM

  Presenters

  • Hanyu Zhang

    • Case Western Reserve University

  Authors

  • Hanyu Zhang

    • Case Western Reserve University

  • Jennifer Carter

    • Materials Science and Engineering, Case Western Reserve University

  • Harold Connamacher

    • Electrical Engineering & Computer Science, Case Western Reserve University

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• Local Yield Stress Analysis in Simulated 3D Glasses

  ORAL

  March 8, 2019, 12:27 PM – March 8, 2019, 12:39 PM

  Presenters

  • Dihui Ruan

    • Johns Hopkins University

  Authors

  • Dihui Ruan

    • Johns Hopkins University

  • Sylvain Patinet

    • ESPCI
    • PMMH, CNRS/ESPCI Paris

  • Michael Falk

    • Johns Hopkins University

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• Bulk metallic glass design: What properties determine the glass-forming ability of multi-component alloys?

  Invited

  March 8, 2019, 12:39 PM – March 8, 2019, 1:15 PM

  Presenters

  • Yuan-Chao Hu

    • Department of Mechanical Engineering & Materials Science, Yale University
    • Yale University

  Authors

  • Yuan-Chao Hu

    • Department of Mechanical Engineering & Materials Science, Yale University
    • Yale University

  • Jan Schroers

    • Department of Mechanical Engineering & Materials Science, Yale University
    • Department of Mechanical Engineering and Materials Science, Yale University

  • Mark Shattuck

    • Benjamin Levich Institute and Physics Department, The City College of the City University of New York
    • Department of Physics and Benjamin Levich Institute, The City College of the City, University of New York
    • City College of New York
    • Department of Mechanical Engineering & Materials Science, City College New York
    • Physics, The City College of the City University of New York
    • The City College of New York

  • Corey Shane O'Hern

    • Yale Univ
    • Department of Mechanical Engineering & Materials Science, Yale University
    • Department of Mechanical Engineering and Materials Science, Yale University
    • Mechanical Engineering and Materials Science, Yale University
    • Mechanical Engineering & Material Science, Physics, and Applied Physics, Yale University
    • Yale University

  View abstract →