Researchers are exploring the use of machine learning and deep learning models to forecast global solar energy potential. Studies are utilizing various techniques, including support vector machines and climate change projections, to improve solar irradiance forecasting in different regions. The application of artificial intelligence and data analysis is reportedly revolutionizing the field of solar energy, with potential implications for long-term energy planning.