Development and application of neural networks to accelerate scientific computing in areas of mechanistic simulation, parameter estimation, model selection, and optimization of materials and structures.
Peridynamics-based discrete element method for granular media
Nonlocal mechanics library for peridynamics simulation
Develop efficient and parallel computational methods for class of nonlocal models such as Peridynamics and nonlocal diffusion equations
Analysis and application of peridynamics
Study properties of granular media using computational methods