Shenghan Guo

Statistics

Publications

Citations

760

H-Index

Active since

2019

Affiliations

Rutgers, The State University of New Jersey(Current)

Arizona State University

Mississippi State University

Dalian University of Technology

University of Georgia

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

ORCID

Publications per year

2019–2024

Publications

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 · 286 citations

Engineering, Manufacturing Engineering, Materials Engineering +14

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 · 111 citations

Computing, Computer Science, Manufacturing Engineering +13

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 · 93 citations

Computing, Materials Engineering, Physics +17

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 · 32 citations · Full text

Natural Sciences, Biomedical Sciences, Cardiology +17

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, Manufacturing Engineering, Additive Manufacturing +14

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