Dr Peyman Jafary
Research Fellow - Digital Infrastructure
Department of Infrastructure Engineering
16 Scholarly works
0 Projects
HIGHLIGHTS
2026
Book Chapter
Land Intelligence for Affordable Housing: An Integrated Optimization, Machine Learning and Policy Framework
DOI: 10.1201/9781003638308-172026
Journal article
Artificial intelligence (AI) and machine learning in building information modeling (BIM)-based construction cost estimation: a systematic review
DOI: 10.1080/10095020.2026.26515782025
Journal article
AI, machine learning and BIM for enhanced property valuation: Integration of cost and market approaches through a hybrid model
DOI: 10.1016/j.habitatint.2025.1035152025
Journal article
Deep Learning and Geometric Modeling for 3D Reconstruction of Subsurface Utilities from GPR Data
DOI: 10.3390/s252064142025
Journal article
A BIM-based Framework for Building Depreciation Estimation through Maintenance Management Integration
DOI: 10.5194/isprs-archives-XLVIII-G-2025-687-20252025
Journal article
AI-augmented construction cost estimation: an ensemble Natural Language Processing (NLP) model to align quantity take-offs with cost indexes
DOI: 10.1080/15623599.2025.25580702025
Thesis / Dissertation
Artificial Intelligence (AI) and Building Information Modeling (BIM) for Enhanced Property Valuation
RECENT SCHOLARLY WORKS
2024
Journal article
Mixed Reality-Based Concrete Crack Detection and Skeleton Extraction Using Deep Learning and Image Processing
DOI: 10.3390/electronics132244262024
Journal article
Data-driven Strategies for Affordable Housing: A Hybrid Genetic Algorithm-Machine Learning Optimization Model in the Melbourne Metropolitan Area
DOI: 10.5194/isprs-annals-X-4-2024-175-20242024
Journal article
Automated land valuation models: A comparative study of four machine learning and deep learning methods based on a comprehensive range of influential factors
DOI: 10.1016/j.cities.2024.105115