publications

publications by categories in reversed chronological order.

2026

  1. npj Comput. Mater.
    Inverse process design for microstructure engineering in FePt-X nanocomposite thin films: phase-field simulations and machine learning
    Xiangwei Guo, Zebin Li, Mojue Zhang, and 7 more authors
    npj Computational Materials, 2026
    DOI
  2. ACS Energy Lett.
    Machine Learning Enabled Graph Analysis of Particulate Composites: Application to Solid-State Battery Cathodes
    Zebin Li, Shimao Deng, Yijin Liu, and 1 more author
    ACS Energy Letters, 2026
    DOI
  3. Int. J. Heat Mass Transfer
    Explainable machine learning for predicting thermal-hydraulic performance of supercritical CO2-based mixtures in airfoil fin channels
    Haiyan Zhang, Zebin Li, Ziyi Shao, and 2 more authors
    International Journal of Heat and Mass Transfer, 2026
    DOI

2025

  1. JMSE
    Process Control for Direct Ink Writing of Composite Materials via Reinforcement Learning
    Zebin Li, Wuyang Chen, Zipeng Guo, and 2 more authors
    Journal of Manufacturing Science and Engineering, 2025
    DOI

2024

  1. MSEC
    Investigating Jet Stability in Inkjet Printing Through a Novel Sensing Modality
    Aditya Chivate, Zebin Li, Prachi Ramesh Kamble, and 2 more authors
    In Proceedings of the ASME 2024 19th International Manufacturing Science and Engineering Conference, 2024
    DOI
  2. IISE Trans.
    Reinforced Active Learning for CVD-Grown Two-Dimensional Materials Characterization
    Zebin Li, Fei Yao, and Hongyue Sun
    IISE Transactions, 2024
    DOI

2023

  1. JMSE
    Multiclass Reinforced Active Learning for Droplet Pinch-Off Behaviors Identification in Inkjet Printing
    Zebin Li, Luis Javier Segura, Yifu Li, and 2 more authors
    Journal of Manufacturing Science and Engineering, 2023
    DOI
  2. Addit. Manuf.
    Droplet Evolution Prediction in Material Jetting via Tensor Time Series Analysis
    Luis Javier Segura, Zebin Li, Chi Zhou, and 1 more author
    Additive Manufacturing, 2023
    DOI

2021

  1. Nanoscale
    Quantifying the CVD-Grown Two-Dimensional Materials via Image Clustering
    Zebin Li, Jihea Lee, Fei Yao, and 1 more author
    Nanoscale, 2021
    DOI

2020

  1. MSEC
    A Machine Learning Approach to Model the Electrospinning Process of Biocompatible Materials
    Juan Diego Toscano, Zebin Li, Luis Javier Segura, and 1 more author
    In Proceedings of the ASME 2020 15th International Manufacturing Science and Engineering Conference, 2020
    DOI
  2. Adv. Mater. Technol.
    Large-scale smart carpet for self-powered fall detection
    Aifang Yu, Wei Wang, Zebin Li, and 3 more authors
    Advanced Materials Technologies, 2020
    DOI

2019

  1. ACS Appl. Mater. Interfaces
    Small-sized, lightweight, and flexible triboelectric nanogenerator enhanced by PTFE/PDMS nanocomposite electret
    Zebin Li, Huayang Li, Youjun Fan, and 4 more authors
    ACS applied materials & interfaces, 2019
    DOI
  2. Small
    Nanofiber-reinforced silver nanowires network as a robust, ultrathin, and conformable epidermal electrode for ambulatory monitoring of physiological signals
    Lu Liu, Huayang Li, Youjun Fan, and 5 more authors
    Small, 2019
    DOI

2018

  1. Nano Energy
    Triboelectrification-enabled thin-film tactile matrix for self-powered high-resolution imaging
    Xiaoxiao Zhu, Zebin Li, Xiaoshi Li, and 7 more authors
    Nano Energy, 2018
    DOI