
Substantial AI is a materials science startup incubated at IIT Delhi, focused on accelerating and democratizing material discovery using data-driven tools and deep learning. They develop algorithms for material discovery by leveraging experimental data and computational modeling, aiming to create new, sustainable, and innovative materials faster. Their solutions assist in predicting material properties, discovering novel compositions, selecting raw materials, optimizing processes, and retrieving knowledge from publications. The company specializes in Glass, Aluminium, and Cement, offering services like Technical Advice, Software as a Service, and Machine Learning-based Solutions. Their flagship product is Python for Glass Genomics (PyGGi), a package designed to accelerate innovations in the field of glasses and ceramics, with components like PyGGi Seer for property prediction, PyGGi Zen for optimization, and PyGGi Bank for a composition-property database.

Substantial AI is a materials science startup incubated at IIT Delhi, focused on accelerating and democratizing material discovery using data-driven tools and deep learning. They develop algorithms for material discovery by leveraging experimental data and computational modeling, aiming to create new, sustainable, and innovative materials faster. Their solutions assist in predicting material properties, discovering novel compositions, selecting raw materials, optimizing processes, and retrieving knowledge from publications. The company specializes in Glass, Aluminium, and Cement, offering services like Technical Advice, Software as a Service, and Machine Learning-based Solutions. Their flagship product is Python for Glass Genomics (PyGGi), a package designed to accelerate innovations in the field of glasses and ceramics, with components like PyGGi Seer for property prediction, PyGGi Zen for optimization, and PyGGi Bank for a composition-property database.