WELCOME TO MY RESEARCH WEBSITE.
I am Sajad Javadinasab Hormozabad. As a professional Researcher, the main goal of my research is to develop practical methods to improve the performance of the civil infrastructure and increase the community resilience. My research includes interdisciplinary fields such as Data Science, Artificial Intelligence, Machine Learning, Structural Control and Health Monitoring, Optimization Techniques, Computational Mechanics and ...
A LITTLE ABOUT ME
Professional scientist investigating multidisciplinary topics in Data Science, Artificial Intelligence (AI), Civil and Infrastructure Engineering, and Computational Mechanics. 6+ years’ academic research experience on AI and Machine Learning (ML) with the applications in Smart Structures, Design Optimization, Community Resilience, and Physical Infrastructure Recovery Planning. 4+ years’ industry experience as Vibration Engineer, Design Engineer, and Bridge Inspector. 20+ publications in reputable conferences and journals in AI, ML, and Engineering fields.
CURRENT RESEARCH
RECOVERY PLANNING FOR INTERDEPENDENT INFRASTRUCTURE NETWORKS
APPLICATION OF BAYESIAN ADDITIVE DECISION TREES (BART) TO DEVELOP SURROGATE MODELS FOR COMPLEX ENGINEERING SYSTEMS BASED ON HIGH-FIDELITY PHYSICS-BASED MODELS
DEEP REINFORCEMENT LEARNING FOR SMART STRUCTURES
BIO-INSPIRED OPTIMIZATION METHODS
DEEP NEURAL NETWORKS AND VIDEO PROCESSING FOR STRUCTURAL HEALTH MONITORING
PREVIOUS RESEARCH PROJECTS:
