Concepedia

Shenghan Guo

SG

14

Publications

677

Citations

13

H-Index

2019

Active since

Affiliations

Rutgers, The State University of New Jersey(Current)

Arizona State University

Mississippi State University

Dalian University of Technology

Oak Ridge National Laboratory

Shenghan Guo is an author at Rutgers, The State University of New Jersey specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData Science3D PrintingMaterial SciencePattern RecognitionDeep LearningImage AnalysisMachine VisionComputer Vision

Publications per year

2019–2024

14

Publications

14

Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm

Shenghan Guo, Mohit Agarwal, Clayton Cooper et al. · Journal of Manufacturing Systems · 2021 · 264 citations

Materials Science, Engineering, Machine Learning +9

Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Qi Tian, Shenghan Guo, Erika Melder et al. · Journal of Manufacturing Science and Engineering · 2020 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +18

A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition

Weihong Guo, Qi Tian, Shenghan Guo et al. · CIRP Annals · 2020 · 83 citations

Materials Science, Porosity Prediction, Engineering +9

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

Shenghan Guo, Weihong Guo, Linkan Bain · IISE Transactions · 2019 · 31 citations

Engineering, Advanced Manufacturing, Computer-aided Design +19

SERS spectroscopy with machine learning to analyze human plasma derived sEVs for coronary artery disease diagnosis and prognosis

Xi Huang, Bo Liu, Shenghan Guo et al. · Bioengineering & Translational Medicine · 2022 · 28 citations · Full text

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