The project addressed the challenges of battery development, which is often expensive, time-consuming, and poses significant risks. By collaborating on this project, the objective was to develop new physics-informed simulation technologies that would enhance the battery value chain. The scope of the joint project involved creating a model of a battery used in a Porsche vehicle, focusing on use cases such as improved cell design, fast charging, and pack performance. Both Porsche and About:Energy recognized the need for a comprehensive solution that would streamline decision-making, reduce investment risks, and optimize battery performance throughout the value chain.