Nima Baghbani

Nima Baghbani is an Associate Lecturer in Engineering at La Trobe University, Melbourne, Australia, with concurrent appointments as a senior geotechnical engineer/manager in GHERG at Federation University Australia. His academic career spans multiple institutions including La Trobe University (2020-present), Federation University (2021-present), and Deakin University (2020-present), where he serves in teaching, research, and supervisory roles.

His educational background includes:

• PhD in Geotechnical Engineering from Deakin University (2020-2023)
• Master's degree in Geotechnical Engineering from Amirkabir University of Technology, Tehran (2014-2016)
• Bachelor's degree in Civil Engineering from Ferdowsi University of Mashhad (2009-2013)

Baghbani's research operates at the intersection of geotechnical engineering and artificial intelligence, with principal interests in site investigation, experimental geomechanics, machine learning applications in soil dynamics, and development of intelligent geotechnical sensors. His interdisciplinary approach combines traditional geotechnical methods with cutting-edge computational techniques to solve complex engineering problems involving soil behavior prediction, desiccation crack analysis, and sustainable material applications.

His publication record demonstrates a clear trend toward integrating AI methodologies with conventional geotechnical engineering challenges. The most recent articles reveal growing emphasis on recycled materials in construction, hybrid prediction models for soil properties, and vibration mitigation in infrastructure projects. His work frequently employs machine learning techniques like XGBoost, genetic programming, and grey-box models to address geotechnical challenges with improved accuracy and efficiency.

Baghbani teaches across multiple institutions with courses including:

• Geotechnical Design at La Trobe University
• Soil Mechanics at La Trobe University
• Geotechnical laboratory at both La Trobe and Federation Universities
• Field investigation at Deakin University

With over 13 years of professional engineering experience complementing his academic work, Baghbani has contributed to more than 50 international and national papers. His dual role as Senior Geotechnical Engineer at FMG Engineering since 2023 provides practical context that enriches both his research and teaching, creating a valuable bridge between theoretical knowledge and real-world engineering applications.