AcCellerate

By hybridizing machine learning, physics, and alternative models, AcCellerate is unlocking unseen lithium-ion battery degradation phenomena from cyclic voltammetry. They are developing a B2B web-based application for battery developers and integrators to live-monitor their cycling batteries and insights from our predictive models. Their products will give a physics-informed window to accelerate workflows and high-level decision making to validate new materials, chemistries, and processes for improving battery capacity, safety, and degradation mitigation.