Linkan Bian

Linkan Bian

Mississippi State University

H-index: 40

North America-United States

About Linkan Bian

Linkan Bian, With an exceptional h-index of 40 and a recent h-index of 37 (since 2020), a distinguished researcher at Mississippi State University, specializes in the field of Additive Manufacturing, Advanced Manufacturing, Cyber Manufacturing, AI/ML.

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

Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition

A gradient mapping guided explainable deep neural network for extracapsular extension identification in 3D head and neck cancer computed tomography images

Investigation on Taubin smoothing performance of additively manufactured structures: case study of the MBB beam using laser powder bed fusion

Knowledge-transfer-enabled porosity prediction for new part geometry in laser metal deposition

Manufacturing Letters

Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing

Real-time defect detection using online learning for laser metal deposition

Ensemble learning for Fault Condition Prediction and Health Status Monitoring in Military Ground Vehicles

Linkan Bian Information

University

Position

Thomas B. & Terri L. Nusz Associate Professor

Citations(all)

7935

Citations(since 2020)

6568

Cited By

3711

hIndex(all)

40

hIndex(since 2020)

37

i10Index(all)

66

i10Index(since 2020)

65

Email

University Profile Page

Mississippi State University

Google Scholar

View Google Scholar Profile

Linkan Bian Skills & Research Interests

Additive Manufacturing

Advanced Manufacturing

Cyber Manufacturing

AI/ML

Top articles of Linkan Bian

Title

Journal

Author(s)

Publication Date

Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition

Journal of Manufacturing Science and Engineering

Christian Zamiela

Ryan Stokes

Wenmeng Tian

Haley Doude

Matthew W Priddy

...

2024/4/29

A gradient mapping guided explainable deep neural network for extracapsular extension identification in 3D head and neck cancer computed tomography images

Medical Physics

Yibin Wang

Abdur Rahman

William Neil Duggar

Toms V Thomas

Paul Russell Roberts

...

2024/3

Investigation on Taubin smoothing performance of additively manufactured structures: case study of the MBB beam using laser powder bed fusion

International Journal on Interactive Design and Manufacturing (IJIDeM)

Mohammed Afify

Davy M Belk

Linkan Bian

Younes Moubachir

Jamila Hassar

...

2023/6/25

Knowledge-transfer-enabled porosity prediction for new part geometry in laser metal deposition

Journal of Manufacturing Processes

Shenghan Guo

Christian Zamiela

Linkan Bian

2023/10/6

Manufacturing Letters

Masoud Mohammadpour

Lin Wang

Fanrong Kong

Radovan Kovacevic

2020

Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing

Journal of Manufacturing Science and Engineering

Christian Zamiela

Zhipeng Jiang

Ryan Stokes

Zhenhua Tian

Anton Netchaev

...

2023/6/1

Real-time defect detection using online learning for laser metal deposition

Journal of Manufacturing Processes

Hasnaa Ouidadi

Shenghan Guo

Christian Zamiela

Linkan Bian

2023/8/4

Ensemble learning for Fault Condition Prediction and Health Status Monitoring in Military Ground Vehicles

IIE Annual Conference. Proceedings

Sungkwang Mun

Joonsik Hwang

Linkan Bian

TC Falls

W Glenn Bond

2023

Design de-identification of thermal history for collaborative process-defect modeling of directed energy deposition processes

Journal of Manufacturing Science and Engineering

Durant Fullington

Linkan Bian

Wenmeng Tian

2023/5/1

Missing signal imputation for multi-channel sensing signals on rotary machinery by tensor factorization

Manufacturing Letters

Abdullah Al Mamun

Mahathir Mohammad Bappy

Linkan Bian

Sara Fuller

TC Falls

...

2023/8/1

A 3D Tensor Framework for Forecasting Melt Pool Temperature Distribution in an Additive Manufacturing Process via Ensemble Learning

IIE Annual Conference. Proceedings

Jonathan Storey

Linkan Bian

2023

Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review

Somayeh Bakhtiari Ramezani

Logan Cummins

Brad Killen

Richard Carley

Amin Amirlatifi

...

2023/4/17

Evaluation of design information disclosure through thermal feature extraction in metal based additive manufacturing

Manufacturing Letters

Mahathir Mohammad Bappy

Durant Fullington

Linkan Bian

Wenmeng Tian

2023/7/1

Multi-channel sensor fusion for real-time bearing fault diagnosis by frequency-domain multilinear principal component analysis

The International Journal of Advanced Manufacturing Technology

Abdullah Al Mamun

Mahathir Mohammad Bappy

Ayantha Senanayaka Mudiyanselage

Jiali Li

Zhipeng Jiang

...

2023/1

Preoperative prediction and identification of extracapsular extension in head and neck cancer patients: progress and potential

Cureus

William N Duggar

Toms Vengaloor Thomas

Yibin Wang

Abdur Rahman

Haifeng Wang

...

2023/2/8

Understanding the Effects of Process Conditions on Thermal–Defect Relationship: A Transfer Machine Learning Approach

Journal of Manufacturing Science and Engineering

Ayantha Senanayaka

Wenmeng Tian

TC Falls

Linkan Bian

2023/7/1

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

Data in Brief

Christian Zamiela

Wenmeng Tian

Shenghan Guo

Linkan Bian

2023/10

Effects of Build Interruption and Restart Procedure on Microstructure and Mechanical Properties of Laser Powder Bed Fusion Al-Si-10Mg

Journal of Materials Engineering and Performance

Ryan M Stokes

Aref Yadollahi

Matthew W Priddy

Linkan Bian

Vincent H Hammond

...

2023/2

In-situ layer-wise certification for direct laser deposition processes based on thermal image series analysis

Journal of Manufacturing Processes

Mehrnaz Noroozi Esfahani

Mahathir Mohammad Bappy

Linkan Bian

Wenmeng Tian

2022/3/1

Morphological dynamics-based anomaly detection towards in situ layer-wise certification for directed energy deposition processes

Journal of Manufacturing Science and Engineering

Mahathir Mohammad Bappy

Chenang Liu

Linkan Bian

Wenmeng Tian

2022/11/1

See List of Professors in Linkan Bian University(Mississippi State University)