The Materialyze.AI Lab at the National University of Singapore is a materials AI group focused on the cross-disciplinary application of materials science, computer science and machine learning to accelerate materials design. We develop cutting-edge software frameworks for automation of calculations, sophisticated data infrastructure for large materials data, and state-of-the-art machine learning models with high predictive accuracy.
Our vision is to bring forth a transformative leap in the speed and scale of materials design through data science and AI.
- We develop techniques that effectively integrate materials science, computer science and information science.
- We apply cutting-edge computational and experimental techniques to gain novel and useful insights into materials design.
- We build open AI-scale software and data infrastructure for materials science.
- We practice integrity in all forms.
- We are honest and fair to fellow group members and collaborators.
- We have a zero-tolerance policy towards plagiarism and falsification of results.
- We strive for excellence in everything that we do.
- We stand by the quality of our science.
- We aim to develop scientists with great analytical, technical and communication skills.
- We believe great teamwork is the key to great science.
- We share and discuss ideas freely.
- We strive to build great collaborations, both within and outside of the group.
- We contribute actively to the materials science community.