With the rise in awareness of the harmful effects of fossil fuels and the increase in sustainable energy and Electrical Vehicles, we have seen a massive shift in the automotive industry. Still, old batteries have been a factor that has slowed the industry down by quite a bit. This research started to pace up on the batteries on how to increase the energy storage capacity and different materials that can work. And now, a possible breakthrough has been found by MIT researchers with the help of machine learning-based tools that can create computer simulations quickly and effectively, as creating computer simulations is a very long and extensive calculation process. With this system, scientists will have a standardized approach to building models that can correctly compute the trial and error process with different materials.