Executive Brief: Standing and Contribution
A structured one-page summary designed for review committees and collaborators — roughly one minute to grasp Chair Professor Jui-Sheng Rayson Chou's international standing, original contributions and public value. Every figure is traceable through this site and the Sources page.
1. Key Indicators
2. International Standing
2026 Best Scientists
Listed in the global ranking of best scientists in Computer Science.
Top Scholar
Civil and Environmental Engineering (2025, 2024).
Academic Influence List
Listed in the civil engineering academic influence ranking.
Top 2% figures reflect the September 2025 release; seven consecutive years of inclusion.
3. Original Methods and International Adoption
| Algorithm | First published | Third-party package inclusion | Lag |
|---|---|---|---|
| FBI Forensic-Based Investigation | 2020 | Python mealpy, pyMetaheuristic, pyVolutionary | ~2 months |
| JSO Jellyfish Search Optimizer | 2021 | R tourr (CRAN), Python pyMetaheuristic, Opytimizer, Otorchmizer, FEALPy | ~2 months |
| ED Enterprise Development | 2024 | Python heurilab (PyPI v2.3.0) | ~2 years |
830+ citations
ESI Highly Cited Paper (2023); ranked first among the journal's most-cited articles of the preceding three years for three consecutive years. Implemented as search_jellyfish() in the R CRAN package tourr.
EFBI by Kaveh's group
Professor Ali Kaveh, a leading authority in structural optimization, developed an enhanced variant published in Computers & Structures (2021) and as a Springer book chapter (2022).
Three independent variants in a year
MSEDO, LMEDO and CAED were developed by independent groups within roughly a year of publication, appearing in Scientific Reports and Biomimetics.
A Scopus citation search, screened case by case to exclude co-authors, further identifies more than 15 independent research groups developing improved variants, concentrated in energy and power systems.
4. Representative Publications (2021–2025)
| Year | Topic | Journal | Standing |
|---|---|---|---|
| 2025 | Amodal instance segmentation for occluded worker safety | Automation in Construction 178 | Top 1% |
| 2025 | AI and UAV for bridge deterioration and repair-cost estimation | Automation in Construction 176 | Top 1% |
| 2025 | Large language models for procurement law consultation | Automation in Construction 170 | Top 1% |
| 2023 | Pilgrimage Walk Optimization (PWO) and bridge applications | Automation in Construction 155 | Top 1% |
| 2021 | Jellyfish Search Optimizer (JSO) | Applied Mathematics and Computation 389 | ESI Highly Cited |
Four of the five appeared in Automation in Construction, ranked 2/194 (Top 1%) in JCR Engineering, Civil. Professor Chou is sole corresponding author on all five.
5. Leadership, Talent and Public Value
Academic leadership
Program Director for Civil and Hydraulic Engineering at the NSTC Engineering Division; President of the Taiwan Construction Management Association (2024–); NSTC Merit Research Fellow, terms I and II (2023–2029); Section Editor-in-Chief and editorial board member of several international journals.
Talent development
More than 150 graduate students supervised, from Taiwan, Vietnam, Indonesia, Thailand, Myanmar, Ethiopia, Somaliland and Belize; 9 doctorates completed and 7 in progress. Students have earned more than 100 best-paper, thesis, research-grant and innovation-competition honours.
Engineering and governance
Leads the Huaxia campus microgrid (229.68 kWp solar PV, 2 MWh storage, 400 kW backup generation, two 100 kW DC chargers, EMS／AiEMS); directed the restart of the NT$1.1 billion Hsinchu campus construction, recovering NT$35 million in performance bonds and NT$80 million in advance-payment guarantees, with a claim exceeding NT$200 million dismissed in full at first instance.