Professor Elizabeth Garfias García holds a Ph.D. in Materials Sciences and Engineering, with an academic background in Metallurgical Engineering. Since 2005, I have held a permanent position as Professor-Researcher Level C in the Materials Department at Universidad Autónoma Metropolitana, Azcapotzalco Campus. My professional trajectory encompasses over 27 years dedicated to scientific research, currently centered on the study of mechanical properties of metallic materials resulting from induced microstructural modifications, applied to the analysis of alloys under various manufacturing and service conditions.

In recent years, I have embarked on a new phase within this research line, renewing efforts in metallurgy with the objective of enhancing specialized human resource training in this field. As part of this evolution, I have incorporated machine learning tools into the assessment of ductile fracture, exemplified by the notable publication "A new machine learning-based evaluation of ductile fracture," published in Engineering Fracture Mechanics (2024), which has garnered 7 citations in less than eight months.

With over 27 years of research experience, my primary research areas include the mechanical properties of metallic materials, applied electrochemistry, and luminescent materials. Recently, I have integrated machine learning techniques into the analysis of mechanical properties in metallic alloys. My scholarly output includes more than 47 peer-reviewed scientific articles, accumulating 353 citations. Additionally, I have supervised one doctoral thesis, five master's theses, and over 25 bachelor's theses.

Since 2012, I have coordinated the Scanning Electron Microscopy Laboratory at the Division of Basic Sciences and Engineering, where besides conducting research, I organize workshops and symposia. This laboratory supports CONAHCYT-funded graduate theses and has provided services to the metal-mechanical industry, generating institutional income and enhancing student education through social service programs.

I have actively participated in academic committees and collegiate bodies and was the coordinator of the inaugural Thematic Group in Materials Science and Technology. My roles have included membership on the Engineering Area Assessment Commission (2009–2011), advisory activities in faculty evaluations within the Materials Science and Engineering Graduate Program, and the Master’s Program in Mechanics at ITTLA. I have been serving as an editorial reviewer since 2016. Furthermore, I have attended national and international conferences and served on the organizing committee of the International Congress on Chemistry Teaching and Research (2011–2012). My career integrates research, teaching, management, and a firm commitment to training future generations.