Shenghan Guo

According to our database, Shenghan Guo authored at least 8 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition.

Shenghan Guo, Weihong Guo, Linkan Bian, Yuebin Guo

IEEE Trans Autom. Sci. Eng., 2023

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction.

Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen, Weihong Guo

Sensors, 2023

2022

UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing.

Shenghan Guo, Dali Wang, Zhili Feng, Weihong Grace Guo

IEEE Trans Autom. Sci. Eng., 2022

Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words.

Shenghan Guo, Weihong Guo

IEEE Trans Autom. Sci. Eng., 2022

2021

Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing.

Shenghan Guo, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani

IISE Trans., 2021

2020

Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing.

Shenghan Guo, Weihong Guo, Linkan Bian

IISE Trans., 2020

2015

Comparison of Accuracy for Methods to Approximate Fisher Information in the Scalar Case.

Shenghan Guo

CoRR, 2015

Analysis of data-based methods for approximating fisher information in the scalar case.

Shenghan Guo

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015