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Steven Jige Quan ORCID

The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Quan, Steven Jige (2024): Comparing hyperparameter tuning methods in machine learning based urban building energy modeling: A study in Chicago. In: Energy and Buildings, v. 317 (August 2024).

    https://doi.org/10.1016/j.enbuild.2024.114353

  2. Bansal, Parth / Quan, Steven Jige (2024): Examining behavioral aspect of urban context effect on residential building energy use in Seoul – linking urban walkability to energy. In: Building and Environment, v. 252 (March 2024).

    https://doi.org/10.1016/j.buildenv.2024.111179

  3. Wu, Yihan / Quan, Steven Jige (2024): A review of surrogate-assisted design optimization for improving urban wind environment. In: Building and Environment, v. 253 (April 2024).

    https://doi.org/10.1016/j.buildenv.2023.111157

  4. Bansal, Parth / Quan, Steven Jige (2024): Examining temporally varying nonlinear effects of urban form on urban heat island using explainable machine learning: A case of Seoul. In: Building and Environment, v. 247 (January 2024).

    https://doi.org/10.1016/j.buildenv.2023.110957

  5. Quan, Steven Jige / Kim, Kyungdo (2023): Did New Electricity Progressive Tariff System Change Energy Usage Pattern in Seoul Apartments? Evidence from Integrated Multisource Dataset and Combined Analytical Models. In: Energy and Buildings, v. 287 (May 2023).

    https://doi.org/10.1016/j.enbuild.2023.112979

  6. Bansal, Parth / Quan, Steven Jige (2022): Relationships between building characteristics, urban form and building energy use in different local climate zone contexts: An empirical study in Seoul. In: Energy and Buildings, v. 272 (October 2022).

    https://doi.org/10.1016/j.enbuild.2022.112335

  7. Wu, Yihan / Zhan, Qingming / Quan, Steven Jige (2021): Improving local pedestrian-level wind environment based on probabilistic assessment using Gaussian process regression. In: Building and Environment, v. 205 (November 2021).

    https://doi.org/10.1016/j.buildenv.2021.108172

  8. Wu, Yihan / Zhan, Qingming / Quan, Steven Jige (2021): A robust metamodel-based optimization design method for improving pedestrian wind comfort in an infill development project. In: Sustainable Cities and Society, v. 72 (September 2021).

    https://doi.org/10.1016/j.scs.2021.103018

  9. Wu, Yihan / Zhan, Qingming / Quan, Steven Jige / Fan, Yuli / Yang, Yu (2021): A surrogate-assisted optimization framework for microclimate-sensitive urban design practice. In: Building and Environment, v. 195 (May 2021).

    https://doi.org/10.1016/j.buildenv.2021.107661

  10. Quan, Steven Jige / Bansal, Parth (2021): A systematic review of GIS-based local climate zone mapping studies. In: Building and Environment, v. 196 (June 2021).

    https://doi.org/10.1016/j.buildenv.2021.107791

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