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Shenghan Guo
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Journal Articles
- 2023
- [j6]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): 5313 (2023) - [j5]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): 482-494 (2023) - 2022
- [j4]Shenghan Guo
, Weihong Guo
:
Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words. IEEE Trans Autom. Sci. Eng. 19(1): 230-242 (2022) - [j3]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): 3276-3287 (2022) - 2021
- [j2]Shenghan Guo
, Weihong Guo
, Amir Abolhassani, Rajeev Kalamdani:
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing. IISE Trans. 53(5): 568-581 (2021) - 2020
- [j1]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): 977-997 (2020)
Conference and Workshop Papers
- 2015
- [c1]Shenghan Guo
:
Analysis of data-based methods for approximating fisher information in the scalar case. CISS 2015: 1-5
Informal and Other Publications
- 2024
- [i2]Hari Iyer, Neel Macwan, Shenghan Guo, Heejin Jeong:
Computer-Vision-Enabled Worker Video Analysis for Motion Amount Quantification. CoRR abs/2405.13999 (2024) - 2015
- [i1]Shenghan Guo:
Comparison of Accuracy for Methods to Approximate Fisher Information in the Scalar Case. CoRR abs/1501.00218 (2015)
Coauthor Index
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