Below are the talks that were presented in order as they appeared in the program
SESSION 1: Defects and Interfaces
Huajian Gao, Nanyang Technological University, Engineer Metals with Internal Interfaces for Enhanced Mechanical Performance;
Dave Srolovitz, City University of Hong Kong, Continuum Equations of Motion for Grain Boundaries
Kevin Wang, Virginia Institute of Technology, Diffusive Molecular Dynamics for the Simulation of Long-Term Mass Transport in Nanomaterials
Student/PostDoc Talks
Hyojung Kim, Los Alamos National Laboratory, Dislocation Transmission Across 3 {112} Incoherent Twin Boundary Combine Atomistic Phase-Field Study
Talk not posted at request of presenter.
Nipal Deka, Rutgers University, Disclocation Boundaries Select Their Own Length Scale: Insights from a New Monte Carlo-Discrete Dislocation Dynamics Technique
Zhitong Bai, University of Michigan, Mapping the Kinetic Evolution of Metastable Grain Boundaries under Non-Equilibrium Processing
Panel Discussion
SESSION 2: Machine-Learning/Data driven Approaches to Problems in the Mechanics of Materials
George Karniadakis, Brown University, Identifying Material Properties and Geometry of Solids with Physics-Informed Neural Networks (Enrui Zhang, Presenter)
Ellad Tadmor, University of Minnesota, When Not to Trust the Predictions of Machine Learning Interatomic Potentials
Miguel Bessa, TU Delft, Metamaterial Design and Plasticity Modeling with Deep Learning
Student/PostDoc Talks
Tianju Xue, Princeton, Data-Driven Methods for Mechanical Meta-Materials: Fast Forward Simulation and Automatic Inverse Design
Lin Cheng, Northwestern University A Fully Convolutional Neural Network Framework for Accelerating Representative Volume Element Analysis, Microscale Material Identification, and Defect Characterization
Upendra Yadav, Michigan Technological University Interpretable Machine Learning Model for the Deformation of Multiwalled Carbon Nanotubes
Panel Discussion
Video (technical issues for first 8 seconds)
SESSION 3: Multiscale Physics/Mechanics and Coarse-Graining
KT Ramesh, Johns Hopkins University, An Ode to Scales: Fracture and Fatigue Among the Asteroids
Kaushik Bhattacharya, California Institute of Technology, Molecules to Materials: Multi-functional Liquid Crystal Elastomers
Dennis Kochmann, ETH Zurich, Towards Large-scale Non-equilibrium Quasicontinuum Simulations
Student/PostDoc Talks
Shuozhi Xu, University of California-Santa Barbara, Concurrent Atomistic-Continuum Studies of Sequential Dislocations Interacting with Defects in Crystals
Matthew Grasinger, Air Force Research Laboratory, Flexoelectricity in Soft Elastomers: Molecular Mechanisms, the Emergence of Giant Flexoelectricity, and Architected Elastomer Networks
Manav Manav, California Institute of Technology, Multiscale Simulation Study of the Shock Response of Polyurea
Panel Discussion
SESSION 4: Mechanics and Physics of Low-Dimensional Systems
Tim Kaxiras, Harvard University, Twistronics: Manipulating Electron Localization in 2D Layered Materials
Boris Yakobson, Rice University, In Theory, Almost-Mechanics: Advanced Syntheses of H-Bn and 2D-Diamond
SungWoo Nam, University of Illinois at Urbana-Champaign, Straintronics in Van der Waals Semiconductors
Talk not posted at request of presenter.
Student/PostDoc Talks
Emil Annevelink, University of Illinois at Urbana-Champaign, A Topologically-Derived Dislocation Theory for Twist and Stretch Moire Superlattices in Bilayer Graphene
Qingchang Liu, University of Virginia, Evaporation-Driven Crumpling and Assembling of Two-Dimensional Materials
Daniel Massatt, University of Chicago, Electronic Observables for Mechanically Relaxed Incommensurate Bilayers using Momentum Space
Panel Discussion