Shenghan Guo - researchr alias

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Viewing Publication 1 - 7 from 7

2023

A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal DepositionShenghan Guo, Weihong Guo 0001, Linkan Bian, Yuebin Guo. tase, 20(1):482-494, 2023. [doi]

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality PredictionShenghan Guo, Dali Wang, Zhili Feng, Jian Chen 0033, Weihong Guo 0001. sensors, 23(11):5313, 2023. [doi]

2022

Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-WordsShenghan Guo, Weihong Guo. tase, 19(1):230-242, 2022. [doi]

UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive ManufacturingShenghan Guo, Dali Wang, Zhili Feng, Weihong Grace Guo. tase, 19(4):3276-3287, 2022. [doi]

2021

Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothingShenghan Guo, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani. iiset, 53(5):568-581, 2021. [doi]

2020

Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturingShenghan Guo, Weihong Guo, Linkan Bain. iiset, 52(9):977-997, 2020. [doi]

2015

Analysis of data-based methods for approximating fisher information in the scalar caseShenghan Guo. ciss 2015: 1-5 [doi]

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