Weihong "Grace" Guo

Weihong "Grace" Guo

Rutgers, The State University of New Jersey

H-index: 23

North America-United States

About Weihong "Grace" Guo

Weihong "Grace" Guo, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Statistical Quality Control, Process Monitoring, Data Fusion, Assembly System Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hierarchical RNN-based framework for throughput prediction in automotive production systems

Physics-guided long short-term memory networks for emission prediction in laser powder bed fusion

Explainable AI for layer-wise emission prediction in laser fusion

DCGAN-CNN with physical constraints for porosity prediction in laser metal deposition with unbalanced data

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

Simulation modeling of the counterfeit threat and countermeasures in ICT manufacturing supply chains

Magnetically Assisted Laser Induced Plasma Micromachining (M-LIPMM)

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction

Weihong "Grace" Guo Information

University

Position

Industrial and Systems Engineering at

Citations(all)

1749

Citations(since 2020)

1632

Cited By

469

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

36

i10Index(since 2020)

33

Email

University Profile Page

Rutgers, The State University of New Jersey

Google Scholar

View Google Scholar Profile

Weihong "Grace" Guo Skills & Research Interests

Statistical Quality Control

Process Monitoring

Data Fusion

Assembly System Modeling

Top articles of Weihong "Grace" Guo

Title

Journal

Author(s)

Publication Date

Hierarchical RNN-based framework for throughput prediction in automotive production systems

International Journal of Production Research

Mengfei Chen

Richard Furness

Rajesh Gupta

Saumuy Puchala

Weihong Guo

2024/3/3

Physics-guided long short-term memory networks for emission prediction in laser powder bed fusion

Journal of Manufacturing Science and Engineering

Rong Lei

YB Guo

Weihong Guo

2024/1/1

Explainable AI for layer-wise emission prediction in laser fusion

CIRP Annals - Manufacturing Technology

Weihong Grace Guo

Vidita Gawade

Bi Zhang

Yuebin Guo

2023/4/5

DCGAN-CNN with physical constraints for porosity prediction in laser metal deposition with unbalanced data

Manufacturing Letters

Mengfei Chen

Weihong Grace Guo

2023/8/1

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

Bioengineering & Translational Medicine

Xi Huang

Bo Liu

Shenghan Guo

Weihong Guo

Ke Liao

...

2023/3

Simulation modeling of the counterfeit threat and countermeasures in ICT manufacturing supply chains

Manufacturing Letters

Rong Lei

Samar Saleh

Weihong Grace Guo

Elsayed A Elsayed

Fred S Roberts

2023/8/1

Magnetically Assisted Laser Induced Plasma Micromachining (M-LIPMM)

Jeremy Cleeman

Weihong Guo

Rajiv Malhotra

2023/6/12

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction

Sensors

Shenghan Guo

Dali Wang

Zhili Feng

Jian Chen

Weihong Guo

2023/6/3

A Simulation-Based Method For Analyzing Supply Chain Vulnerability Under Pandemic: A Special Focus On The Covid-19

Xinglu Xu

Bochi Liu

Weihong Grace Guo

2023/12/10

Digital twins for electro-physical, chemical, and photonic processes

CIRP Annals - Manufacturing Technology

Yuebin Guo

Andreas Klink

Paulo Bartolo

Weihong Grace Guo

2023/5/31

Evaluating the Effectiveness of Countermeasures in ICT Supply Chains Through Elicitation-Informed Simulation

Rong Lei

Samar Saleh

Weihong Grace Guo

Elsayed A Elsayed

Fred S Roberts

...

2023/12/10

A deep-learning-based surrogate model for thermal signature prediction in laser metal deposition

IEEE Transactions on Automation Science and Engineering

Shenghan Guo

Weihong Guo

Linkan Bian

YB Guo

2022/3/28

Quantifying and modeling overheating using 3D pyrometry map in powder bed fusion

Manufacturing Letters

Vidita Gawade

George Galkin

YB Guo

Weihong Grace Guo

2022/9/1

Leveraging simulated and empirical data-driven insight to supervised-learning for porosity prediction in laser metal deposition

Journal of Manufacturing Systems

Vidita Gawade

Vani Singh

Weihong Grace Guo

2022/1/1

Predicting nugget size of resistance spot welds using infrared thermal videos with image segmentation and convolutional neural network

Journal of Manufacturing Science and Engineering

Shenghan Guo

Dali Wang

Jian Chen

Zhili Feng

Weihong “Grace” Guo

2022/2/1

A survey on counterfeits in the information and communications technology (ICT) supply chain

Samar Saleh

Rong Lei

Weihong Guo

Elsayed A Elsayed

2022/8/3

Simulation-based Analysis of Train Speed for Single-Track Railway Scheduling

IIE Annual Conference. Proceedings

Vidita Gawade

Qi Tian

Weihong Grace Guo

2022

A physics-informed convolutional neural network with custom loss functions for porosity prediction in laser metal deposition

Sensors

Erin McGowan

Vidita Gawade

Weihong Guo

2022/1/10

Learning the temporal effect in infrared thermal videos with long short-Term memory for quality prediction in resistance spot welding

Shenghan Guo

Dali Wang

Jian Chen

Zhili Feng

Weihong “Grace” Guo

2022/6/27

Co-Optimization of Supply Chain Reconfiguration and Assembly Process Planning for Factory-in-a-Box Manufacturing

Journal of Manufacturing Science and Engineering

Arriana Nwodu

Junayed Pasha

Zhengqian Jiang

Weihong Guo

Maxim Dulebenets

...

2022/10/1

See List of Professors in Weihong "Grace" Guo University(Rutgers, The State University of New Jersey)

Co-Authors

H-index: 65
S. Jack Hu, Ph.D.

S. Jack Hu, Ph.D.

University of Georgia

H-index: 32
Jionghua Jin

Jionghua Jin

University of Michigan

H-index: 27
Jingjing Li

Jingjing Li

Penn State University

H-index: 15
Xi Gu

Xi Gu

Rutgers, The State University of New Jersey

H-index: 12
Youngjun Choe

Youngjun Choe

University of Washington

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