| Dynamic modeling for analyzing impacts of skilled labor shortage on construction project management S Kim, S Chang, D Castro-Lacouture Journal of Management in Engineering 36 (1), 04019035, 2020 | 271 | 2020 |
| BIM-integrated construction operation simulation for just-in-time production management WS Jeong, S Chang, JW Son, JS Yi Sustainability 8 (11), 1106, 2016 | 120 | 2016 |
| Decision support for retrofitting building envelopes using multi-objective optimization under uncertainties S Chang, D Castro-Lacouture, Y Yamagata Journal of Building Engineering 32, 101413, 2020 | 110 | 2020 |
| Multivariate relationships between campus design parameters and energy performance using reinforcement learning and parametric modeling S Chang, N Saha, D Castro-Lacouture, PPJ Yang Applied energy 249, 253-264, 2019 | 85 | 2019 |
| Energy infrastructure transitions with PV and EV combined systems using techno-economic analyses for decarbonization in cities S Chang, J Cho, J Heo, J Kang, T Kobashi Applied Energy 319, 119254, 2022 | 81 | 2022 |
| Supply chain cost model for prefabricated building material based on time-driven activity-based costing YW Kim, SH Han, JS Yi, SW Chang Canadian Journal of Civil Engineering 43 (4), 287-293, 2016 | 81 | 2016 |
| Generative design and performance modeling for relationships between urban built forms, sky opening, solar radiation and energy S Chang, N Saha, D Castro-Lacouture, PPJ Yang Energy Procedia 158, 3994-4002, 2019 | 68 | 2019 |
| Case Study of Solar Photovoltaic Power-Plant Site Selection for Infrastructure Planning Using a BIM-GIS-Based Approach J Heo, H Moon, S Chang, SU Han, DE Lee Applied Sciences 11 (18), 8785, 2021 | 55 | 2021 |
| A comprehensive study of Fin-Assisted horizontal ground heat exchanger for enhancing the heat transfer performance R Saeidi, Y Noorollahi, S Chang, H Yousefi Energy Conversion and Management: X 18, 100359, 2023 | 42 | 2023 |
| Optimal planning for electric vehicle fast charging stations placements in a city scale using an advantage actor-critic deep reinforcement learning and geospatial analysis J Heo, S Chang Sustainable Cities and Society 113, 105567, 2024 | 38 | 2024 |
| Fuzzy-Topsis Method for Defining Optimal Parameters and Finding Suitable Sites for Pv Power Plants R Saeidi, Y Noorollahi, J Aghaz, S Chang Energy, 2023 | 37 | 2023 |
| BIM-based object mapping using invariant signatures of AEC objects H Li, J Zhang, S Chang, A Sparkling Automation in Construction 145, 104616, 2023 | 36 | 2023 |
| Framework for evaluating and optimizing algae façades using closed-loop simulation analysis integrated with BIM S Chang, D Castro-Lacouture, F Dutt, PP Yang Energy Procedia 143, 237-244, 2017 | 34 | 2017 |
| Modeling and design of smart buildings S Chang, PPJ Yang, Y Yamagata, MB Tobey Urban Systems Design, 59-86, 2020 | 30 | 2020 |
| Spatial modeling and design of smart communities T Yoshida, Y Yamagata, S Chang, V de Gooyert, H Seya, D Murakami, ... Urban Systems Design, 199-255, 2020 | 30 | 2020 |
| Urban systems design: a conceptual framework for planning smart communities MB Tobey, RB Binder, S Chang, T Yoshida, Y Yamagata, PPJ Yang Smart Cities 2 (4), 522-537, 2019 | 30 | 2019 |
| Data-driven approach to develop prediction model for outdoor thermal comfort using optimized tree-type algorithms J Jeong, J Jeong, M Lee, J Lee, S Chang Building and Environment 226, 109663, 2022 | 27 | 2022 |
| Smart city and ICT infrastructure with vehicle to X applications toward urban decarbonization T Kobashi, Y Yamagata, T Yoshida, S Chang, Y Mochizuki, A Ahl, ... Urban systems design, 289-333, 2020 | 27 | 2020 |
| Patterns of Skill Sets for Multiskilled Laborers Based on Construction Job Advertisements Using Web Scraping and Text Analytics HJ Oh, S Chang, B Ashuri Journal of Management in Engineering 39 (3), 04023009, 2023 | 26 | 2023 |
| Data-driven planning support system for a campus design PPJ Yang, S Chang, N Saha, HW Chen Environment and Planning B: Urban Analytics and City Science 47 (8), 1474-1489, 2020 | 22 | 2020 |
Prof. Yoshiki YamagataGraduate School of System Design & Management, Keio UniversityVerified email at sdm.keio.ac.jp
