1 code implementation • 2 Mar 2021 • Rahul N. Chacko François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea J. Liu, David R. Reichman
As liquids approach the glass transition temperature, dynamical heterogeneity emerges as a crucial universal feature of their behavior.
Soft Condensed Matter Statistical Mechanics Chemical Physics
1 code implementation • 7 Feb 2021 • Miguel Ruiz-Garcia, Ge Zhang, Samuel S. Schoenholz, Andrea J. Liu
In underparameterized networks, such dynamical loss functions can lead to successful training for networks that fail to find a deep minima of the standard cross-entropy loss.
no code implementations • 3 Jun 2019 • François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea J. Liu, David R. Reichman
We compare glassy dynamics in two liquids that differ in the form of their interaction potentials.
no code implementations • 4 Mar 2018 • Tristan A. Sharp, Spencer L. Thomas, Ekin D. Cubuk, Samuel S. Schoenholz, David J. Srolovitz, Andrea J. Liu
In polycrystalline materials, grain boundaries are sites of enhanced atomic motion, but the complexity of the atomic structures within a grain boundary network makes it difficult to link the structure and atomic dynamics.
Materials Science