Deepak Mangal

Education

Ph.D. (2021), University of Houston (Advisors: Dr. Jeremy C. Palmer and Dr. Jacinta C. Conrad)
B.Tech. (2012), Indian Institute of Technology Kharagpur, India (Advisor: Dr. Sudarsan Neogi)

Research Interests
Deepak Mangal is a postdoctoral research associate with a broad research interest in the transport in porous media, rheology of colloidal systems, and scientific machine learning.
His research focuses on:

Investigating the structural underpinnings of various rheological phenomena in colloidal systems using simulation and network science tools.
Utilizing deep learning frameworks such as PINN and DeepONet to tackle complex constitutive equations.
Investigating the effect of hydrodynamic interactions on dispersion of finite-sized particles through fibrous media

Publications

Predicting yielding in attractive colloidal gels

Deepak Mangal, Mohammad Nabizadeh, Safa Jamali

Physical Review E · 2024

Colloidal Systems

Small variations in particle-level interactions lead to large structural heterogeneities in colloidal gels

Deepak Mangal, Gonzalo Sanchez Vera, Stefano Aime, Safa Jamali

Soft Matter · 2024

Colloidal Systems

Role of interaction range on the microstructure and dynamics of attractive colloidal systems

Deepak Mangal, Safa Jamali

Soft Matter · 2024