On January 24, 2022, Marc Duquesnoy, PhD student supervised by Prof. Alejandro A. Franco and Elixabete Ayerbe (CIDETEC), is going to deliver an invited lecture in the 1st BIG MAP AI School (online). This school is organized by the BIG MAP European Project, with the idea of making PhD students to give lectures in different aspects of artificial intelligence battery applications. Marc's lecture includes two parts: one on theoretical aspects of the application of machine learning to battery manufacturing aspects, and another one consisting in guided exercises with the participants. The title of his lecture is "AI applied to battery manufacturing mesoscale data" where he is going to use examples of the research work achieved in the ARTISTIC project. On January 25, 2022, Prof. Franco is going to chair the session on "Multiscale/Mutilphysics Models" in the same event.