List of works - Yongchao Yang

A framework for the identification of full-field structural dynamics using sequences of images in the presence of non-ideal operating conditions

Blind denoising of structural vibration responses with outliers via principal component pursuit

article

Blind identification of damage in time-varying systems using independent component analysis with wavelet transform

scholarly article by Yongchao Yang & Satish Nagarajaiah published August 2014 in Mechanical Systems and Signal Processing

Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification

article

Blind modal identification of output-only structures in time-domain based on complexity pursuit

Data Compression of Structural Seismic Responses via Principled Independent Component Analysis

article

Data compression of very large-scale structural seismic and typhoon responses by low-rank representation with matrix reshape

article

Dynamic Imaging: Real-Time Detection of Local Structural Damage with Blind Separation of Low-Rank Background and Sparse Innovation

article

Efficient Full-Field Vibration Measurements and Operational Modal Analysis Using Neuromorphic Event-Based Imaging

article

Harnessing data structure for recovery of randomly missing structural vibration responses time history: Sparse representation versus low-rank structure

article

Modeling and harnessing sparse and low-rank data structure: a new paradigm for structural dynamics, identification, damage detection, and health monitoring

article

Output-only modal identification with limited sensors using sparse component analysis

Real-Time Output-Only Identification of Time-Varying Cable Tension from Accelerations via Complexity Pursuit

Reference-free detection of minute, non-visible, damage using full-field, high-resolution mode shapes output-only identified from digital videos of structures

Robust data transmission and recovery of images by compressed sensing for structural health diagnosis

article

Spatiotemporal video-domain high-fidelity simulation and realistic visualization of full-field dynamic responses of structures by a combination of high-spatial-resolution modal model and video motion manipulations

article

Structural damage identification via a combination of blind feature extraction and sparse representation classification

scholarly article by Yongchao Yang & Satish Nagarajaiah published March 2014 in Mechanical Systems and Signal Processing

Time-Frequency Blind Source Separation Using Independent Component Analysis for Output-Only Modal Identification of Highly Damped Structures

Uncertainty quantification in super-resolution guided wave array imaging using a variational Bayesian deep learning approach

scientific article published in 2023

List of works by Yongchao Yang

A framework for the identification of full-field structural dynamics using sequences of images in the presence of non-ideal operating conditions

Blind denoising of structural vibration responses with outliers via principal component pursuit

Blind identification of damage in time-varying systems using independent component analysis with wavelet transform

Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification

Blind modal identification of output-only structures in time-domain based on complexity pursuit

Data Compression of Structural Seismic Responses via Principled Independent Component Analysis

Data compression of very large-scale structural seismic and typhoon responses by low-rank representation with matrix reshape

Dynamic Imaging: Real-Time Detection of Local Structural Damage with Blind Separation of Low-Rank Background and Sparse Innovation

Efficient Full-Field Vibration Measurements and Operational Modal Analysis Using Neuromorphic Event-Based Imaging

Harnessing data structure for recovery of randomly missing structural vibration responses time history: Sparse representation versus low-rank structure

Modeling and harnessing sparse and low-rank data structure: a new paradigm for structural dynamics, identification, damage detection, and health monitoring

Output-only modal identification with limited sensors using sparse component analysis

Real-Time Output-Only Identification of Time-Varying Cable Tension from Accelerations via Complexity Pursuit

Reference-free detection of minute, non-visible, damage using full-field, high-resolution mode shapes output-only identified from digital videos of structures

Robust data transmission and recovery of images by compressed sensing for structural health diagnosis

Spatiotemporal video-domain high-fidelity simulation and realistic visualization of full-field dynamic responses of structures by a combination of high-spatial-resolution modal model and video motion manipulations

Structural damage identification via a combination of blind feature extraction and sparse representation classification

Time-Frequency Blind Source Separation Using Independent Component Analysis for Output-Only Modal Identification of Highly Damped Structures

Uncertainty quantification in super-resolution guided wave array imaging using a variational Bayesian deep learning approach