Materials AI & Machine Learning

Overview

Materials engineers use computation and artificial intelligence to understand fundamental materials behavior, predict performance and design next generation material systems.

Research Topics

Machine learning for alloy design
Computational advanced manufacturing
Experiments and modelling of metallurgical process for designing new processes
Solid state reactions and computational fluid dynamics and heat transfer applied to design and optimize real industrial processes
Mapping the categorical form of information compositionality in materials mechanisms
Discover, design, and optimize novel materials for green energy and transportation applications
Alloy development of nano and amorphous electrocatalysts