This summer school provides a platform for researchers and students from diverse scientific backgrounds to delve into Artificial Intelligence and its applications in scientific research. Over five days, participants will explore current techniques, learn from experienced specialists, and collaborate with peers on relevant scientific problems. Each day focuses on a specific application domain and the related AI methodologies. This program aims at exploring the potential of AI to accelerate research and improve our understanding of complex scientific phenomena.