publications | Yu Zhang

2026

Pharm. Res.

Domain Knowledge Constrained Symbolic Regression for Optimising Dermal Drug Formulations

Yu Zhang, Xilu Wang, Dimitrios Tsaoulidis, and 1 more author

Pharmaceutical Research, 2026

@article{zhang2026domain,
  title = {Domain Knowledge Constrained Symbolic Regression for Optimising Dermal Drug Formulations},
  author = {Zhang, Yu and Wang, Xilu and Tsaoulidis, Dimitrios and Chen, Tao},
  journal = {Pharmaceutical Research},
  pages = {1--18},
  year = {2026},
  doi = {10.1007/s11095-026-04170-9},
}

CHERD

Active learning-based adaptive optimisation for developing dermal drug formulations

Yu Zhang, Yongrui Xiao, Xilu Wang, and 2 more authors

Chemical Engineering Research and Design, 2026

DOI Bib HTML Code

@article{zhang2026adaptive,
  title = {Active learning-based adaptive optimisation for developing dermal drug formulations},
  author = {Zhang, Yu and Xiao, Yongrui and Wang, Xilu and Tsaoulidis, Dimitrios and Chen, Tao},
  journal = {Chemical Engineering Research and Design},
  volume = {232},
  year = {2026},
  doi = {10.1016/j.cherd.2026.07.035},
}

AID

Autonomous AI-Driven Design for Skin Product Formulations

Yu Zhang, Yongrui Xiao, Chunlin Chen, and 3 more authors

Advanced Intelligent Discovery, 2026

DOI Bib HTML

@article{zhang2026autonomous,
  title = {Autonomous {AI}-Driven Design for Skin Product Formulations},
  author = {Zhang, Yu and Xiao, Yongrui and Chen, Chunlin and Tsaoulidis, Dimitrios and Yang, Ke and Chen, Tao},
  journal = {Advanced Intelligent Discovery},
  pages = {e70100},
  year = {2026},
  doi = {10.1002/aidi.202500239},
}

CHERD

Confidence-Bound Early Stopping of Experiments with Sequential Calibration

Yongrui Xiao, Mengjia Zhu, Yu Zhang, and 2 more authors

Chemical Engineering Research and Design, 2026

DOI Bib HTML

@article{xiao2026confidence,
  title = {Confidence-Bound Early Stopping of Experiments with Sequential Calibration},
  author = {Xiao, Yongrui and Zhu, Mengjia and Zhang, Yu and Tsaoulidis, Dimitrios and Chen, Tao},
  journal = {Chemical Engineering Research and Design},
  volume = {230},
  pages = {756--766},
  year = {2026},
  doi = {10.1016/j.cherd.2026.05.013},
}

RSC Pharm.

A modelling-based comparison of IVRT and synthetic-membrane permeation for early formulation screening

Yongrui Xiao, Chunlin Chen, Yu Zhang, and 2 more authors

RSC Pharmaceutics, 2026

DOI Bib HTML

@article{xiao2026modelling,
  title = {A modelling-based comparison of {IVRT} and synthetic-membrane permeation for early formulation screening},
  author = {Xiao, Yongrui and Chen, Chunlin and Zhang, Yu and Tsaoulidis, Dimitrios and Chen, Tao},
  journal = {RSC Pharmaceutics},
  year = {2026},
  doi = {10.1039/D6PM00035E},
}

2025

CACE

An early decision-making algorithm for accelerating topical drug formulation optimisation

Yu Zhang, Yongrui Xiao, Dimitrios Tsaoulidis, and 1 more author

Computers & Chemical Engineering, 2025

DOI Bib HTML Code

@article{zhang2025early,
  title = {An early decision-making algorithm for accelerating topical drug formulation optimisation},
  author = {Zhang, Yu and Xiao, Yongrui and Tsaoulidis, Dimitrios and Chen, Tao},
  journal = {Computers \& Chemical Engineering},
  volume = {201},
  pages = {109224},
  year = {2025},
  doi = {10.1016/j.compchemeng.2025.109224},
}

2024

JFI

Data augmentation using improved conditional GAN under extremely limited fault samples and its application in fault diagnosis of electric submersible pump

Xiaoyong Gao, Yu Zhang, Jun Fu, and 1 more author

Journal of the Franklin Institute, 2024

DOI Bib

@article{gao2024data,
  title = {Data augmentation using improved conditional {GAN} under extremely limited fault samples and its application in fault diagnosis of electric submersible pump},
  author = {Gao, Xiaoyong and Zhang, Yu and Fu, Jun and Li, Shuang},
  journal = {Journal of the Franklin Institute},
  volume = {361},
  number = {4},
  pages = {106629},
  year = {2024},
  doi = {10.1016/j.jfranklin.2024.01.030},
}

2023

CJCE

Improved dynamic kernel PCA based on local preserving projections and its application for electric submersible pump fault diagnosis

Xiaoyong Gao, Yu Zhang, and Junfeng Zhou

The Canadian Journal of Chemical Engineering, 2023

DOI Bib

@article{gao2023improved,
  title = {Improved dynamic kernel {PCA} based on local preserving projections and its application for electric submersible pump fault diagnosis},
  author = {Gao, Xiaoyong and Zhang, Yu and Zhou, Junfeng},
  journal = {The Canadian Journal of Chemical Engineering},
  volume = {101},
  number = {8},
  pages = {4539--4554},
  year = {2023},
  doi = {10.1002/cjce.24779},
}

IVC

Improving metric-based few-shot learning with dynamically scaled softmax loss

Yu Zhang, Xin Zuo, Xuxu Zheng, and 3 more authors

Image and Vision Computing, 2023

DOI Bib HTML

@article{zhang2023fewshot,
  title = {Improving metric-based few-shot learning with dynamically scaled softmax loss},
  author = {Zhang, Yu and Zuo, Xin and Zheng, Xuxu and Gao, Xiaoyong and Wang, Bo and Hu, Weiming},
  journal = {Image and Vision Computing},
  volume = {140},
  pages = {104860},
  year = {2023},
  doi = {10.1016/j.imavis.2023.104860},
}

2022

CIE

Green scheduling optimization of shuttle tanker route considering carbon emissions

Yue Zhao, Xiaoyong Gao, Guofeng Kui, and 1 more author

Chemical Industry and Engineering, 2022

DOI Bib

@article{zhao2022green,
  title = {Green scheduling optimization of shuttle tanker route considering carbon emissions},
  author = {Zhao, Yue and Gao, Xiaoyong and Kui, Guofeng and Zhang, Yu},
  journal = {Chemical Industry and Engineering},
  volume = {39},
  number = {2},
  pages = {23--31},
  year = {2022},
  doi = {10.13353/j.issn.1004.9533.20210396},
}