Shenghan Guo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Video Analytics

Nonparametric Regression

Manufacturing Industry

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Hari Iyer, Neel Macwan, Shenghan Guo, Heejin Jeong
Computer-Vision-Enabled Worker Video Analysis for Motion Amount Quantification. CoRR (2024)
Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen, Weihong Guo
Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction. Sensors 23 (11) (2023)
Shenghan Guo, Weihong Guo, Linkan Bian, Yuebin Guo
A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Shenghan Guo, Weihong Guo
Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Shenghan Guo, Dali Wang, Zhili Feng, Weihong Grace Guo
UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Shenghan Guo, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing. IISE Trans. 53 (5) (2021)
Shenghan Guo, Weihong Guo, Linkan Bian
Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing. IISE Trans. 52 (9) (2020)
Shenghan Guo
Analysis of data-based methods for approximating fisher information in the scalar case. CISS (2015)
Shenghan Guo
Comparison of Accuracy for Methods to Approximate Fisher Information in the Scalar Case. CoRR (2015)