Dr. Yacine KARMI received his Ph.D. degree in Mechanical Engineering from Badji Mokhtar University–Annaba in 2022, where he also obtained his Master’s and Bachelor’s degrees in the same field, both with the highest distinction. He is currently Associate Professor at the Institute of Science and Applied Technics, University of Constantine 1. He previously worked as a Lecturer and Research Associate at the National School of Technology and Engineering–Annaba (2017–2021). In 2022, he joined the University of Constantine 1 as a full-time faculty member. His research topics mainly include the maintenance and fault diagnosis of machines, reliability analysis of industrial systems, composite materials, vibration and acoustic analysis of sandwich structures, finite element modeling, and applications of Artificial Intelligence and Machine Learning in mechanical engineering. ‪Yacine Karmi—‪Google Scholar https://scholar.google.com/citations?user=GAk34-wAAAAJ&hl=fr