Automated modal identification by quantification of high-spatial-resolution response measurements, Charles Dorn, Yongchao Yang
Michigan Tech Publications

Efficient regional seismic risk assessment via deep generative learning of surrogate models, Shanwu Li, Charles Farrar, Yongchao Yang
Michigan Tech Publications

Uncertainty quantification in super-resolution guided wave array imaging using a variational Bayesian deep learning approach, Homin Song, Yongchao Yang
Michigan Tech Publications

Efficient Data-Driven Modeling of Nonlinear Dynamical Systems via Metalearning, Shanwu Li, Yongchao Yang
Michigan Tech Publications

A Study on Data-Driven Identification and Representation of Nonlinear Dynamical Systems with a Physics-Integrated Deep Learning Approach: Koopman Operators and Nonlinear Normal Modes, Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang
Michigan Tech Publications

Data-Driven Nonlinear Modal Analysis: A Deep Learning Approach, Shanwu Li, Yongchao Yang
Michigan Tech Publications

Generation of selective single-mode guided waves by d36type piezoelectric wafer, Wentao Wang, Yongchao Yang
Michigan Tech Publications

Integrating Deep Learning and Hydrodynamic Modeling to Improve the Great Lakes Forecast, Pengfei Xue, Aditya Wagh, Gangfeng Ma, Yilin Wang, Yongchao Yang, Tao Liu, Chenfu Huang
Michigan Tech Publications

Accelerated noncontact guided wave array imaging via sparse array data reconstruction, Homin Song, Yongchao Yang
Michigan Tech Publications

Computer vision-based real-time cable tension estimation algorithm using complexity pursuit from video and its application in Fred-Hartman cable-stayed bridge, Debasish Jana, Satish Nagarajaiah, Yongchao Yang
Michigan Tech Publications

3D structural vibration identification from dynamic point clouds, Moisés Felipe Silva, Andre Green, John Morales, Peter Meyerhofer, Yongchao Yang, Eloi Figueiredo, João C.W.A. Costa, David Mascareñas
Michigan Tech Publications

Super-sensitivity incoherent optical methods for full-field displacement measurements, Shanwu Li, Yongchao Yang
Michigan Tech Publications

ASRE: Adaptive Spatial Resolution Wearable EEG, Yongchao Yang, Ye Sun
Michigan Tech Publications

Extracting full-field subpixel structural displacements from videos via deep learning, Lele Luan, Jingwei Zheng, Ming L. Wang, Yongchao Yang, Piervincenzo Rizzo, Hao Sun
Michigan Tech Publications

Hierarchical deep learning for data-driven identification of reduced-order models of nonlinear dynamical systems, Shanwu Li, Yongchao Yang
Michigan Tech Publications

A recurrent neural network framework with an adaptive training strategy for long-time predictive modeling of nonlinear dynamical systems, Shanwu Li, Yongchao Yang
Michigan Tech Publications

Full-Field 3D Experimental Modal Analysis from Dynamic Point Clouds Measured Using a Time-of-Flight Imager, Moisés Silva, Andre Green, John Morales, Peter Meyerhofer, Yongchao Yang, Eloi Figueiredo, David Mascareñas
Michigan Tech Publications

Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: analytics with compressive sensing and sparse component analysis, Debasish Jana, Satish Nagarajaiah, Yongchao Yang, Shunlong Li
Michigan Tech Publications

Data-driven identification of nonlinear normal modes via physics-integrated deep learning, Shanwu Li, Yongchao Yang
Michigan Tech Publications

Super-resolution visualization of subwavelength defects via deep learning-enhanced ultrasonic beamforming: A proof-of-principle study, Homin Song, Yongchao Yang
Michigan Tech Publications

Nonnegative matrix factorization-based blind source separation for full-field and high-resolution modal identification from video, Moisés Silva, Bridget Martinez, Eloi Figueiredo, João C.W.A. Costa, Yongchao Yang, David Mascareñas
Michigan Tech Publications

CNN-LSTM deep learning architecture for computer vision-based modal frequency detection, Ruoyu Yang, Shubhendu Kumar Singh, Mostafa Tavakkoli, Nikta Amiri, Yongchao Yang, M. Amin Karami, Rahul Rai
Michigan Tech Publications

Affinity propagation clustering of full-field, high-spatial-dimensional measurements for robust output-only modal identification: A proof-of-concept study, Yongchao Yang, Charles Dorn
Michigan Tech Publications

A holistic cyber-physical security protocol for authenticating the provenance and integrity of structural health monitoring imagery data, Hwee Kwon Jung, Andre Green, John Morales, Moises Silva, Bridget Martinez, Alessandro Cattaneo, Yongchao Yang, Gyuhae Park, Jarrod McClean, David Mascareñas
Michigan Tech Publications

Sparse and random sampling techniques for high-resolution, full-field, bss-based structural dynamics identification from video, Bridget Martinez, Andre Green, Moises Felipe Silva, David Mascareñas, Yongchao Yang
Michigan Tech Publications

Blind, simultaneous identification of full-field vibration modes and large rigid-body motion of output-only structures from digital video measurements, Yongchao Yang, Charles Dorn, Charles Farrar, David Mascareñas
Michigan Tech Publications

Noncontact super-resolution guided wave array imaging of subwavelength defects using a multiscale deep learning approach, Homin Song, Yongchao Yang
Michigan Tech Publications