Publications

Ninad Bhat, Amanda S Barnard, Nick Birbilis (2024). Inverse design of aluminium alloys using multi-targeted regression. Journal of Materials Science.

Ninad Bhat, Amanda S Barnard, Nick Birbilis (2024). Inverse Design of Aluminium Alloys Using Genetic Algorithm: A Class-Based Workflow. Metals.

Ninad Bhat, Amanda S Barnard, Nick Birbilis (2023). Unsupervised machine learning discovers classes in aluminium alloys. Royal Society Open Science.

Ninad Bhat, Amanda S Barnard, Nick Birbilis (2023). Improving the prediction of mechanical properties of aluminium alloy using data-driven class-based regression. Computational Materials Science.

Guilherme Sander, Victor Cruz, Ninad Bhat, Nick Birbilis (2020). On the in-situ characterisation of metastable pitting using 316L stainless steel as a case study. Corrosion Science.