Shuyuan Zhang

About Shuyuan Zhang

Shuyuan Zhang, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Intelligent manufacturing, AI for Science.

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

Accelerating intelligent microfluidic image processing with transfer deep learning: A microchannel droplet/bubble breakup case study

Receding Horizon Optimization of Ethylene Cracking Operation and Scheduling under Supply Chain Fluctuations

Semi-supervised LSTM ladder autoencoder for chemical process fault diagnosis and localization

Insight into microdispersion flows with a novel video deep learning method

Three-scale integrated optimization model of furnace simulation, cyclic scheduling, and supply chain of ethylene plants

Two-Level Decoupled Ethylene Cracking Optimization of Batch Operation and Cyclic Scheduling

A dynamic-inner convolutional autoencoder for process monitoring

贝叶斯优化方法在需钠弧菌生产 1, 3-丙二醇中的应用

Shuyuan Zhang Information

University

Position

Ph. D Student

Citations(all)

1055

Citations(since 2020)

1008

Cited By

486

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Shuyuan Zhang Skills & Research Interests

Intelligent manufacturing

AI for Science

Top articles of Shuyuan Zhang

Title

Journal

Author(s)

Publication Date

Accelerating intelligent microfluidic image processing with transfer deep learning: A microchannel droplet/bubble breakup case study

Separation and Purification Technology

Shuyuan Zhang

Haoran Li

Kai Wang

Tong Qiu

2023/6/15

Receding Horizon Optimization of Ethylene Cracking Operation and Scheduling under Supply Chain Fluctuations

Industrial & Engineering Chemistry Research

Haoran Li

Shuyuan Zhang

Tong Qiu

2023/3/13

Semi-supervised LSTM ladder autoencoder for chemical process fault diagnosis and localization

Chemical Engineering Science

Shuyuan Zhang

Tong Qiu

2022/4/6

Insight into microdispersion flows with a novel video deep learning method

Advanced Intelligent Systems

Shuyuan Zhang

Kang Qin

Xinye Huang

Yixin Wei

Tao Wang

...

2022/11

Three-scale integrated optimization model of furnace simulation, cyclic scheduling, and supply chain of ethylene plants

Chinese Journal of Chemical Engineering

Kexin Bi

Mingyu Yan

Shuyuan Zhang

Tong Qiu

2022/4/1

Two-Level Decoupled Ethylene Cracking Optimization of Batch Operation and Cyclic Scheduling

Industrial & Engineering Chemistry Research

Haoran Li

Shuyuan Zhang

Tong Qiu

2022/10/25

A dynamic-inner convolutional autoencoder for process monitoring

Computers & Chemical Engineering

Shuyuan Zhang

Tong Qiu

2022/2/1

贝叶斯优化方法在需钠弧菌生产 1, 3-丙二醇中的应用

化工学报

黄新烨, 张冶, 张书源, 陈振, 邱彤

2022/9/2

Precise and fast microdroplet size distribution measurement using deep learning

Chemical Engineering Science

Shuyuan Zhang

Xiao Liang

Xinye Huang

Kai Wang

Tong Qiu

2022/1/16

Consumer-oriented sensory optimization of yogurt: an artificial intelligence approach

Food Control

Kexin Bi

Shuyuan Zhang

Chen Zhang

Tong Qiu

2022/8/1

Convolutional Neural Network based Detection and Measurement for Microfluidic Droplets

Shuyuan Zhang

Xinye Huang

Kai Wang

Tong Qiu

2022/1/1

Toward carbon‐neutral ethylene production: assessment of the application potential of bio‐ethylene production pathways in China

Haoran Li

Shuyuan Zhang

Jian Zhou

Zhiyin Wang

Xuebing Zhao

...

2022/6/27

An integrated method of Bayesian optimization and D-optimal design for chemical experiment optimization

Processes

Xinye Huang

Shuyuan Zhang

Haoran Li

Tong Qiu

2022/12/28

An innovative graph neural network model for detailed effluent prediction in steam cracking

Industrial & Engineering Chemistry Research

Shuyuan Zhang

Haoran Li

Tong Qiu

2021/12/10

Knowledge expression, numerical modeling and optimization application of ethylene thermal cracking: From the perspective of intelligent manufacturing

Kexin Bi

Shuyuan Zhang

Chen Zhang

Haoran Li

Xinye Huang

...

2021/10/1

See List of Professors in Shuyuan Zhang University(Tsinghua University)

Co-Authors

academic-engine