3. Chemical reactions

New machine learning (ML) and artificial intelligence (AI) tools are revolutionizing the fields of combustion, pyrolysis, reaction mechanisms, and, more broadly, process engineering by enabling the exploration of complex phenomena that are often difficult to model accurately. These technologies offer innovative solutions to address critical challenges, such as reactor sizing, by integrating a detailed understanding of chemical interactions, reaction kinetics, and mass and energy transfer, while taking into account operational and economic constraints. Thanks to more accurate, flexible, and rapid models, these approaches optimize the design and efficiency of industrial systems