[Malaysia] Gen AI for Materials Discovery (Master's / Honours project)

Primary supervisor

Raphaël C.-W. Phan

Co-supervisors

GNoME

Gen AI has taken the world by storm, it's been applied to many disciplines including in pure sciences.  Notably, Google Deepmind used their graph deep learning based generative AI model (GNoME) to discover millions of new materials, as well as their AlphaFold to predict the structure & interactions of all of life’s molecules.

Student cohort

Double Semester

Aim/outline

We aim to advance the current techniques towards publishing in top conferences, substantially enhancing the Master's / Honours student's research experience.  We will focus on the latest gen AI techniques for materials discovery.

URLs/references

https://deepmind.google/discover/blog/millions-of-new-materials-discovered-with-deep-learning/

Required knowledge

Python