Chaofeng Wang

Construction Autonomy, Computational Materials, Decarbonization, Natural Hazards

4 years ago in Research, blog, machine learning · 1 MIN READ

Large-scale Rapid Screening of Infrastructure Vulnerabilities

C. Wang, S. E. Antos, J. G. Gosling-Goldsmith, L. M. Triveno, C. Zhu, J. von Meding, and X. Ye (2023) Assessing Climate Disaster Vulnerability in Peru and Colombia Using Street View Imagery: A Pilot Study, Buildings, https://doi.org/10.3390/buildings14010014

*J. G. Gosling-Goldsmith, S. E. Antos, L. M. Triveno, B. Adam, C. Wang, (2024) Aerial-Terrestrial Data Fusion for Fine-Grained Detection of Urban Clues, Environment and Planning B: Urban Analytics and City Science, https://doi.org/10.1177/239980832412478

C. Wang, S. Hornauer, S. X. Yu, F. McKenna, K. H. Law (2022), Instance Segmentation of Soft-Story Buildings from Street-view Images with Semiautomatic Annotation, Earthquake Engineering & Structural Dynamics, https://doi.org/10.1002/eqe.3805

Y. Guo, C. Wang, S. X Yu, F. McKenna, K. H. Law (2022) AdaLN: A Vision Transformer for Multidomain Learning and Predisaster Building Information Extraction from Images, Journal of Computing in Civil Engineering, https://doi.org/10.1061/(ASCE)CP.1943-5487.0001034

C. Wang, S. E. Antos, & L. M. Triveno (2021). Automatic Detection of Unreinforced Masonry Buildings from Street View Images Using Deep Learning-based Image Segmentation. Automation in Construction, 2021, https://doi.org/10.1016/j.autcon.2021.103968

C. Wang, Q. Yu, K. Law, F. McKenna, S. Yu, E. Taciroglu, A. Zsarnóczay, W. Elhaddad, B. Cetiner, Machine Learning-based Regional Scale Intelligent Modeling of Building Information for Natural Hazard Risk Management, Automation in Construction, 2021, https://doi.org/10.1016/j.autcon.2020.103474

*Charles Wang, Frank McKenna, SaschaHornauer, Jinyan Zhao, Claudio Perez, & yunhuiguo. (2024). NHERI-SimCenter/BRAILS: Version 3.1.2 (v3.1.2). https://simcenter.designsafe-ci.org/products/backend-components/brails/

*Q. Yu, C. Wang∗, F. McKenna, et al, Rapid Visual Screening of Soft-Story Buildings from Street View Images Using Deep Learning Classification, Earthquake Engineering and Engineering Vibration, Special Issue, 2020, https://doi.org/10.1007/s11803-020-0598-2

*Q. Yu, C. Wang∗, B. Cetiner, S. X. Yu, F. McKenna, E. Taciroglu, K. H. Law, Building Information Modeling and Classification by Visual Learning at A City Scale, 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, 2019, https://arxiv.org/abs/1910.06391

···

Chaofeng Wang



© 2025 Chaofeng Wang · Built on Canvas / Laravel