Substantial AI

Substantial AI is aimed at accelerating material discovery by using data-driven tools to develop new, sustainable and innovative materials faster. Experimental data and deep learning based computational modelling is used to develop algorithms to discover materials with targeted properties. This reduces the number of experiments required to achieve target properties and as a result, the design to deploy period is reduced significantly. Our artificial intelligence-enabled models can be used in various stages of material discovery like; but not restricted to; prediction of material properties, development of new materials/compositions, raw material selection, process optimisation and knowledge retrieval. As a team of scientists with expertise both in the field of materials and computer science, our team is capable of profoundly understanding the problem at hand and building upon our existing ideals and algorithms to come up with a tailored solution.