10^11 is both the number of humans ever lived on Earth and the number of small molecules that could be used for batteries. For our Human Universe, all data in the form of books, videos, social media, and others generated over the past 200,000 years are being used to develop Artificial General Intelligence (AGI). Similarly, we want to map all fundamental physical and chemical properties of small molecules to build a Molecular Universe (AI4Science). This will help train an AI Agent to accelerate material discovery for Li-Metal and Li-ion batteries and accelerate the transition to electric transportation.
Here we leverage the latest compute hardware and computational chemistry and physics software to build the world’s largest molecular property database. Then we train advanced AI models with this molecular property database, literature and our team of world-class domain experts to both screen and generate new molecules.
These new molecules are then synthesized in our Electrolyte Foundry and formulated in electrolytes and tested and validated in actual cells (from lab samples to A-samples to B-samples and beyond).