Dr. F.A. Girot Mata, distinguished engineer and materials scientist, boasts an impressive career in academia and research. He holds a degree in Engineering from ENSAM (France) and a doctorate in Materials Science, Mechanics, & Manufacturing Processes from the University of Bordeaux. From 1994 to 2008, he served as a Professor of Materials Science and Manufacturing Processes at the prestigious Ecole Nationale Supérieure d'Arts et Métiers in Bordeaux. Since 2008, Dr. Girot Mata has thrived as a senior researcher with IKERBASQUE, holding an International Chair in Mechanical Engineering. In collaboration with the University of Bordeaux, ENSAM, and the CNRS, Dr. Girot Mata played a pivotal role in establishing the ÆNIGME Cross-border Joint Laboratory. This initiative fosters collaboration between researchers from both campuses, tackling crucial issues in sustainable manufacturing, ecodesign, and the in-service behavior of eco-components. Pr. Girot Mata's dedication extends beyond his own research. He actively participated in the ITN Marie Skłodowska-Curie ENABLE project (European Network for Alloys Behavior Law Enhancement). Here, he focused on material characterization, advanced simulations, and innovative processes, while also serving as the project's training manager. His lines of research include aeronautical materials machining, friction stir welding, high-energy processes, additive manufacturing, bionic/generative design, and numerical simulation of manufacturing processes.