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Soowon Chang

Biographic Data

ID6904591
NAMESoowon Chang
GIVEN NAMESSoowon
FAMILY NAMEChang
SIGNATURECHANG S
AFFILIATIONSPurdue University West Lafayette
ORCID0000-0003-4877-2934
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS0
AUTHOR COUNT5
EDITOR COUNT0
FIRST PUBLICATION YEAR2020
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Strategic and Equitable Allocation of Electric Vehicle Fast Charging Stations using Geospatial-Aware Multi-Objective Deep Reinforcement Learning

    Open Access•Jae Heo, Soowon Chang•ARTICLE•Sustainable Cities and Society•2026

  • Integrating social justice criteria into multiscale spatial modeling of energy burden

    Open Access•Siyeon Kim, Soowon Chang et al.•ARTICLE•Energy Research & Social Science•2026•References: 3

  • Optimal planning for electric vehicle fast charging stations placements in a city scale using an advantage actor-critic deep reinforcement learning and geospatial analysis

    Open Access•Jae Heo, Soowon Chang•ARTICLE•Sustainable Cities and Society•2024

  • Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities

    Open Access•Steven J Quan, Soowon Chang et al.•ARTICLE•Environment and Planning B Urban…•2022

    To tackle climate challenges, communities need to harvest renewable energy and resources on site locally to close the loops for enhancing the resilience of communities facing unpredictable and uncertain future changes. A decentralization planning of urban renewable energy systems is proposed by treating urban waste streams and producing biomass through applying algal biotechnology. When applying algal technology as a renewable and decentralized e…

  • Data-driven planning support system for a campus design

    Open Access•Perry P-J Yang, Soowon Chang et al.•ARTICLE•Environment and Planning B Urban…•2020

    The paper aims to develop a campus-level planning support system that is driven by data analytics by comparing two design approaches, anticipation and optimization. A campus is defined as a small-scale complex urban system of buildings and infrastructure. Three questions are addressed: (1) What generates campus design? What principles are taken for making design decisions? (2) How do we optimize design options based on multi-criteria performance …

No prominent works on this page.

  • Data-driven planning support system for a campus design

    Open Access•Perry P-J Yang, Soowon Chang et al.•ARTICLE•Environment and Planning B Urban…•2020

    The paper aims to develop a campus-level planning support system that is driven by data analytics by comparing two design approaches, anticipation and optimization. A campus is defined as a small-scale complex urban system of buildings and infrastructure. Three questions are addressed: (1) What generates campus design? What principles are taken for making design decisions? (2) How do we optimize design options based on multi-criteria performance …

  • Planning decentralized urban renewable energy systems using algal cultivation for closed-loop and resilient communities

    Open Access•Steven J Quan, Soowon Chang et al.•ARTICLE•Environment and Planning B Urban…•2022

    To tackle climate challenges, communities need to harvest renewable energy and resources on site locally to close the loops for enhancing the resilience of communities facing unpredictable and uncertain future changes. A decentralization planning of urban renewable energy systems is proposed by treating urban waste streams and producing biomass through applying algal biotechnology. When applying algal technology as a renewable and decentralized e…

  • Optimal planning for electric vehicle fast charging stations placements in a city scale using an advantage actor-critic deep reinforcement learning and geospatial analysis

    Open Access•Jae Heo, Soowon Chang•ARTICLE•Sustainable Cities and Society•2024

  • Strategic and Equitable Allocation of Electric Vehicle Fast Charging Stations using Geospatial-Aware Multi-Objective Deep Reinforcement Learning

    Open Access•Jae Heo, Soowon Chang•ARTICLE•Sustainable Cities and Society•2026

  • Integrating social justice criteria into multiscale spatial modeling of energy burden

    Open Access•Siyeon Kim, Soowon Chang et al.•ARTICLE•Energy Research & Social Science•2026•References: 3

Engineering (3 works) · Cartography (2 works) · Computer Science (2 works) · Electric Vehicles and Infrastructure (2 works) · Geography (2 works) · Reinforcement learning (2 works) · Transportation and Mobility Innovations (2 works) · Advanced battery technologies research (1 works) · Algal biology and biofuel production (1 works) · Analytics (1 works)

Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae