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RISFilter Banks and Hybrid Deep Learning Architectures for Performance-Based Seismic Assessments of Bridges
Publisher: ASCE
Abstract: The existing machine learning (ML) models for vibration-based damage assessments often use highly compressed features or are restricted to preprocessed signals with fixed durations and sampling rates. Additionally, the ...
Automation of Inspection Mission Planning Using 4D BIMs and in Support of Unmanned Aerial Vehicle–Based Data Collection
Publisher: ASCE
Abstract: The data collected by unmanned aerial vehicles (UAV) provide unique opportunities for applications, such as construction progress tracking and facility monitoring. To increase the effectiveness of UAV-captured data, ...