I (as well as another research fellow) am working on data-driven machine-learning methods for battery modeling and state estimation. Briefly, we are working on creating and collecting data critical in battery manufacturing to create a database (with the company's collaboration) and further use of this database in artificial intelligence applications (with another company) in battery manufacturing.Â