Neural Networks to Accelerate Scientific Computing
Neural Networks to Accelerate Scientific Computing

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.

Jan 1, 2025
Analysis and application of peridynamics
Analysis and application of peridynamics

Analysis and application of peridynamics

Jan 1, 2025
Study of granular media
Study of granular media

Study properties of granular media using computational methods

Jan 1, 2022
Modeling tumor growth, angiogenesis, drug-therapy, metastasis
Modeling tumor growth, angiogenesis, drug-therapy, metastasis

Development and analysis of models of tumor growth, angiogenesis, drug therapy, and metastasis

Jan 1, 2022
Computational methods for nonlocal models
Computational methods for nonlocal models

Develop efficient and parallel computational methods for class of nonlocal models such as Peridynamics and nonlocal diffusion equations

Jan 1, 2022