About Me

Research

Platforms

Education

Leadership

  • Polymer
    Semiconducting Polymer | Polymer Melt | Amphiphilic Copolymer
  • AI
    Classic Machine Learning | Deep Learning | Reinforcement Learning
  • Theory
    PRISM Theory | Flory-Huggins Theory
  • Simulation
    Molecular Dynamics | Density Functional Theory
  • Active
    Python | HTML | CSS
  • Used
    R | SQL | JavaScript & D3 | Spark | Flask
  • Ph.D. in Chemical Engineering [Minor: Machine Learning]
    Georgia Institute of Technology
  • M.S. in Chemical Engineering [Focus: Machine Learning]
    Cornell University
  • B.S. in Chemical Engineering & B.A. in Chemistry
    University at Buffalo, SUNY
  • College Student Association
    Chair
  • College Electrical Band (Aurora)
    Leader

Publications

Improving A Physics-based Polymer Theory with ML & MD

Z. Feng, T. Martin, T. E. Gartner, Drafted

Screening Antibiofilm Amphiphilic Copolymers with ML

Z. Feng, Y. Cheng, A. Khlyustova, A. Wani, T. Franklin, J. D. Varner, A. L. Hook, R. Yang, Adv Mater Technol 2023, 8.

Improving Water Permeance with r-HGO Membranes

X. Chen, Z. Feng, J. Gohil, C. M. Stafford, N. Dai, L. Huang, H. Lin, ACS Appl Mater Interfaces 2020, 12, 1387.

Google Scholar

Presentations/Conferences

    2024 American Chemical Society Fall Meeting, Denver, Co, USA
    Session: Chemistry and Physics of Polymer Interlayers for Solar Cells (August 18th)
    Title: Unraveling the influence of side chain architectures on semiconducting polymer assembly: Insights from multiscale modeling
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    2024 GT Center for Organic Photonics and Electronics Spring Workshop, Atlanta, GA, USA
    Session: COPE Poster Session (April 4th)
    Title: Investigating the effect of sidechains on self-assembly of semiconducting polymer using a multiscale modeling approach (Best Poster Award)
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    2024 American Physical Society Meeting, Minneapolis, MN, USA
    Session: Surfaces, Interfaces, Thin Films, and Coatings (March 6th)
    Title: Investigating the effect of sidechains on self-assembly of semiconducting polymer using a multiscale modeling approach
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    2023 GT 9th Annual Research Symposium, Atlanta, GA, USA
    Session: SPN Poster Session (April 7th)
    Title: Development of a machine learning-based closure relation for polymer integral equation theory (Runner-up Award)
    2023 American Physical Society Meeting, Las Vegas, NE, USA
    Session: Poster Session II (March 8th)
    Title: Development of a machine learning-based closure relation for polymer integral equation theory
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    2021 American Institute of Chemical Engineers Annual Meeting, Boston, MA, USA
    Session: Applications of Data Science to High Throughput Experimentation (November 8th)
    Title: Virtual high-throughput screening of vapor-deposited amphiphilic polymers for biofilm reduction with machine/deep learning
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    2019 North American Membrane Society Annual Meeting, Pittsburgh, PA, USA
    Session: Undergraduate Travel Award Ceremony (May 14th)
    Title: Reduced-holy graphene oxide(r-HGO) membranes with enhanced water permeance for water purification
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