Shenghan Guo

Orcid: 0000-0002-2159-6128

According to our database1, Shenghan Guo authored at least 9 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Computer-Vision-Enabled Worker Video Analysis for Motion Amount Quantification.
CoRR, 2024

2023
A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition.
IEEE Trans Autom. Sci. Eng., 2023

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction.
Sensors, 2023

2022
UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing.
IEEE Trans Autom. Sci. Eng., 2022

Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words.
IEEE Trans Autom. Sci. Eng., 2022

2021
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing.
IISE Trans., 2021

2020
Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing.
IISE Trans., 2020

2015
Comparison of Accuracy for Methods to Approximate Fisher Information in the Scalar Case.
CoRR, 2015

Analysis of data-based methods for approximating fisher information in the scalar case.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015


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