The realm of energy is undergoing a radical transformation, driven by the extraordinary power of machine learning. From optimizing renewable energy production to disrupting energy storage, machine learning models are driving innovation at an accelerated pace. This paradigm shift promises to unlock new efficiencies in energy production, distribution