Shenghan Guo at Arizona State University - Research Interests, Publications & Academic Profile

Shenghan Guo

Assistant Professor

Arizona State University

United States

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Research Interests

Industrial Automation

60%

Automotive Engineering

20%

Manufacturing Engineering

40%

Additive Manufacturing

30%

Computer Vision

30%

High-temperature Engineering

30%

Fault Detection

30%

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Articles12

Personalized feature extraction for manufacturing process signature characterization and anomaly detection

Article Link

Year:

2024

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

Article Link

Year:

2023

A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition

Article Link

Year:

2023

Applications and prospects of machine learning for aerosol jet printing: A review

Article Link

Year:

2023

3D Printing‐Enabled Design and Manufacturing Strategies for Batteries: A Review

Article Link

Year:

2023

3D Printable Hydrogel with Tunable Degradability and Mechanical Properties as a Tissue Scaffold for Pelvic Organ Prolapse Treatment

Article Link

Year:

2023

Thermal-porosity characterization data of additively manufactured Ti–6Al–4V thin-walled structure via laser engineered net shaping

Article Link

Year:

2023

UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing

Article Link

Year:

2022

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

Article Link

Year:

2022

Predicting Nugget Size of Resistance Spot Welds Using Infrared Thermal Videos With Image Segmentation and Convolutional Neural Network

Article Link

Year:

2022

Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words

Article Link

Year:

2022

Identifying manufacturing operational conditions by physics-based feature extraction and ensemble clustering

Article Link

Year:

2021

Collaborators8

Jessica Lancaster

Assistant Professor

Mayo Clinic

UNITED STATES

Weihong Guo

Assistant Professor

Rutgers University

UNITED STATES

Xiangfan Chen

Assistant Professor

Arizona State University

UNITED STATES

Kenan Song

Assistant Professor

Arizona State University

UNITED STATES

Robert Gao

Depatment Chair and Cady Staley Professor

Case Western Reserve University

UNITED STATES

Andi Wang

Arizona State University

UNITED STATES

Linkan Bian

Associate Professor and Endowed Professorship

Mississippi State University

UNITED STATES

Clayton Cooper

Assistant Professor

University of Miami

UNITED STATES

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