Department of Civil and Construction Engineering · Taiwan TechData reference: July 2026
jschou@mail.ntust.edu.tw
Original intelligent optimization × Civil engineering AI × Sustainability and public value
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Academic Impact Dashboard

A traceable view of research output, citation growth, original methods, engineering deployment, academic leadership, and public value.

Cross-database growth, 2020–2026

Based on the 2020, 2023, and 2026 database snapshots included in the dossier. These are dated snapshots, not live API values.

139 → 212Scopus-indexed documents+52.5%
107 → 191Web of Science documents+78.5%
2,845 → 10,908Scopus citations+283.4%
2,283 → 8,881Web of Science citations+289.0%
Scopus documents
+52.5%
Web of Science documents
+78.5%
Scopus citations
+283.4%
Web of Science citations
+289.0%

Impact chain: from original methods to public value

Knowledge

Original theory

Eight core intelligent-optimization algorithms with fuzzy, multi-objective, and hybrid extensions.

Evidence

International validation

Benchmarks, engineering cases, fair comparisons, statistical tests, and cross-dataset evaluation.

Deployment

Engineering practice

Bridges, construction safety, environment, energy, microgrids, structures and materials, and engineering knowledge systems.

Public value

Governance and people

National program leadership, professional communities, multicampus governance, international mentoring, and industry diffusion.

Core 2021–2025 period and 2026 supplementary outcomes

Period boundary: 1 January 2021–31 December 2025 is the core re-evaluation period. Outcomes from 2026 are current supplementary information showing continuity and are not merged into the core-period count.

Responsible use of metrics

  • Citations, h-indices, and rankings carry a query date or release version.
  • JCR versions are separated—for example, JCR 2025 Top 4% versus JCR 2026 rank 16/275 (Top 5.8%, approximately Top 6%).
  • Formal appointments and awards follow appointment letters, official pages, and approved records.
  • Historical records remain available while summary pages use the latest verifiable wording.
Source priority: formal records and official pages > the 2026 dossier > preserved legacy-site records. Dynamic citation and ranking metrics are dated.