Jialei CHEN

Jialei CHEN

Georgia Institute of Technology

H-index: 7

North America-United States

About Jialei CHEN

Jialei CHEN, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Advanced Manufacturing, Federated Learning, Privacy Preserving Machine Learning.

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

A disposable impedance-based sensor for in-line cell growth monitoring in CAR-T cell manufacturing

Federated Multilingual Models for Medical Transcript Analysis

Construction of Biomimetic Tissues with Anisotropic Structures via Stepwise Algorithm‐Assisted Bioprinting

Convolutional Neural Network-Assisted Adaptive Sampling for Sparse Feature Detection in Image and Video Data

Adaptive design for Gaussian process regression under censoring

Online detection of cyber‐incidents in additive manufacturing systems via analyzing multimedia signals

Current status and opportunities in adaptive data analysis for therapeutic cell manufacturing

A calibration-free method for biosensing in cell manufacturing

Jialei CHEN Information

University

Position

Ph.D. Student in industrial engineering

Citations(all)

122

Citations(since 2020)

121

Cited By

41

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Jialei CHEN Skills & Research Interests

Advanced Manufacturing

Federated Learning

Privacy Preserving Machine Learning

Top articles of Jialei CHEN

A disposable impedance-based sensor for in-line cell growth monitoring in CAR-T cell manufacturing

Bioelectrochemistry

2023/8/1

Federated Multilingual Models for Medical Transcript Analysis

2023/6/13

Construction of Biomimetic Tissues with Anisotropic Structures via Stepwise Algorithm‐Assisted Bioprinting

Small

2022/11

Convolutional Neural Network-Assisted Adaptive Sampling for Sparse Feature Detection in Image and Video Data

IEEE Intelligent Systems

2022/10/19

Adaptive design for Gaussian process regression under censoring

The Annals of Applied Statistics

2022/6

Online detection of cyber‐incidents in additive manufacturing systems via analyzing multimedia signals

Quality and Reliability Engineering International

2021/7/16

Current status and opportunities in adaptive data analysis for therapeutic cell manufacturing

2021/12/1

A calibration-free method for biosensing in cell manufacturing

IISE Transactions

2021/10/21

Image decomposition-based sparse extreme pixel-level feature detection model with application to medical images

IISE Transactions on Healthcare Systems Engineering

2021/4/6

Treatment Effect Modeling for FTIR Signals Subject to Multiple Sources of Uncertainties

IEEE Transactions on Automation Science and Engineering

2021/2/25

APIK: Active Physics-Informed Kriging Model with Partial Differential Equations

SIAM/ASA Journal on Uncertainty Quantification

2022

Function-on-Function Kriging, With Applications to Three-Dimensional Printing of Aortic Tissues

Technometrics

2020/8/24

A Data Fusion Framework for Fracture Toughness Modeling Using Multiple Sources of Data

2020/7/8

Identifying the Cyber-Incidents in Additive Manufacturing Systems via Multimedia Signals

2020/7/8

Active Image Synthesis for Efficient Labeling

IEEE transactions on pattern analysis and machine intelligence

2020/5/11

See List of Professors in Jialei CHEN University(Georgia Institute of Technology)

Co-Authors

academic-engine