Deep generative models for unsupervised delamination detection using guided waves

1 code implementation • 10 Aug 2023 • Mahindra Rautela, Amin Maghareh, Shirley Dyke, S. Gopalakrishnan

With the rising demands for robust structural health monitoring procedures for aerospace structures, the scope of intelligent algorithms and learning techniques is expanding.

Anomaly Detection

Real-time rapid leakage estimation for deep space habitats using exponentially-weighted adaptively-refined search

no code implementations • 6 Dec 2022 • Mahindra Rautela, Motahareh Mirfarah, Christian Silva, Shirley Dyke, Amin Maghareh, S. Gopalakrishnan

In this paper, leakage estimation in deep space habitats is posed as an inverse problem.

Automated building image extraction from 360° panoramas for postdisaster evaluation

no code implementations • 4 May 2019 • Ali Lenjani, Chul Min Yeum, Shirley Dyke, Ilias Bilionis

Here, to address this issue, we develop a method to automatically extract pre-event building images from 360o panorama images (panoramas).