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Group

 Ph.D. STUDENTS

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 M.S. STUDENTS

Guan-Hao Tseng

Development of Earthquake Early Warning

Hao-Zhe Lin

Wind Turbine Blade Monitoring

Zong-Zhi Lai

Comparison of Data-driven System Identification

Shih-Hsiang Lo

Reinforcement Learning for Structural Control

Yu-Yi Tseng

Applications of Physics-informed Neural Network in Monitoring

Wei-Chi Chen

Application of Unscented Kalman Filter in Monitoring

Jyun-Lin Chen

Application of Inerter in Outrigger Building System

Yen-Feng Chiang

TBD

Qiao-Ying Wang

TBD

 B.S. STUDENTS

Shi-Zhe Huang

Damper Selection of Outrigger Structural System for High-Rise Building

Wei-Lun Wu

Monitoring of Long-span Bridge

Chih-Hsien Hsu

Generation of Spectrum-compatible Earthquake Waveforms using VAE

 FORMER STUDENTS​​

Fu-Chung Chi

Derivation of Recursive Subspace Identification and Its Applications on Structural Health Monitoring

Wei-Ting Chao

Generating Artificial Earthquake Time History using Conditional Generative Adversarial Networks

Tian-Xun Lin

Using Machine Learning Strategies and Method Correction for Data Anomaly Classification in SHM

Yi-Xun Lin

Conditional Generation of Artificial Earthquake Time History using Variational Autoencoder

Hung-Chun Huang

Development of Post-earthquake Structure Displacement Monitoring Program based on Inertial Measurement Unit Fusion Kalman Filter

Yong-Hui Zhong

Optimal Design and Numerical Verification of Mass Dampers in Base-Isolated Buildings

You-Jing Li

Modal-based Structural Damage Identification and Classification using Triplet Variational Autoencoders and Machine Learning Techniques

Jin-Quan Chen

Theoretical Derivation of Recursive Stochastic Subspace Identification and Its Applications on Structural Health Monitoring

Chia-Yu Chou

Using VAE and GAN to Generate Artificial Earthquake Waveforms for Applications in Earthquake Engineering

Wei-Ling Chen

Generation of Artificial Earthquake Waveforms using Variational Autoencoder and Generative Adversarial Network

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