Speakers

The following speakers have confirmed their participation in the workshop.

I. Machine Learning & UQ in Computational Materials Science

1. Ellad Tadmor, University of Minnesota

2. Maria Chan, Argonne National Laboratory

3. Ying Li, University of Wisconsin-Madison

Machine-learning-assisted molecular design of innovative polymers

4. Nathaniel Trask, University of Pennsylvania

Data-driven particle dynamics: Structure preserving coarse-graining for non-equilibrium multiscale systems

II. Mechanics and Physics of Low-Dimensional Materials

1. Pinshane Huang, University of Illinois Urbana-Champaign

Imaging 3D reconstructions in 2D moiré bilayers

2. Lucas Wagner, University of Illinois Urbana-Champaign

Why electron correlation matters: the effect of non-covalent interactions on corrugation of graphene bilayers

3. Nanshu Lu, The University of Texas at Austin

Bulging and poking of 2D materials

4. Traian Dumitrica, University of Minnesota

III. Defects & Interfaces

1. Ashley Bucsek, University of Michigan

Imaging twin and phase interfaces using in-situ dark-field x-ray microscopy

2. Douglas Spearot, University of Florida

Mesoscale model for stress field evolution at a tilt grain boundary implemented into discrete dislocation dynamics simulations

3. Ian Winter, Sandia National Laboratories

Structural transitions in grain boundaries and the role of line defects

4. Khalid Hattar, The University of Tennessee, Knoxville

Exploring nanomaterials stability via in-situ TEM

IV. Coarse Graining Across Scales

1. Anton Van der Ven, University of California, Santa Barbara

Connecting the atomic scale to phenomenological theories of phase transformations

2. Enrique Martinez, Clemson University

Activation entropy helps explain anomalous flow stress temperature dependence in copper

3. Thomas Swinburne, CNRS

Differentiable and model-agnostic free energy estimation

4. Liping Liu, Rutgers University

Coarse graining across scales: a multiscale and multiphysics perspective

V. Multiscale Design of Materials and Inverse Problems

1. Siva Nadimpalli, Michigan State University

Understanding Na+ storage mechanisms and rate capability of hard carbon through in situ stress measurements

2.  Juner Zhu, Northeastern University

Modeling the electro-chemo-mechanical failure at the lithium-solid electrolyte interface: void evolution and lithium penetration

3. Ting Zhu, Georgia Institute of Technology

Multiscale mechanics of heterogeneous materials

4. Brandon Runnels, Iowa State University

Multiphysics simulation of nano-aluminum propellant deflagration