Established by Taiwan’s National Science and Technology Council (NSTC) in honor of renowned physicist Dr. Ta-You Wu, the Ta-You Wu Memorial Award (吳大猷先生紀念獎) recognizes outstanding early-career researchers who demonstrate exceptional scientific achievement and long-term research potential. Widely regarded as one of Taiwan’s most prestigious honors for emerging scholars, the award highlights researchers whose work is expected to make significant future contributions across science, engineering, medicine, and related fields.
Professor Lin’s long-term research focuses on advancing construction automation toward intelligent systems, shifting the field from simple “information presentation” to “intelligent decision support.”
Over the past two decades, while the construction industry has adopted digital workflows, BIM modeling, and sensing technologies, most systems have remained limited to data collection and record keeping, lacking semantic integration and reasoning capabilities necessary for real-time engineering decision-making.
His research aims to build intelligent construction analytics systems capable of understanding, reasoning, and operating effectively within the highly dynamic environment of construction sites.
Methodologically, Professor Lin developed a modular integrated framework spanning perception, semantic integration, and engineering reasoning.
First, he developed a BIM-guided multi-robot collaboration system to address localization challenges and fragmented data collection on construction sites, establishing a reliable perception foundation for intelligent construction environments.
Second, his research introduced vision-language models into construction site inspection systems, enabling AI to interpret construction semantics from images, identify project progress and potential risks in real time, and support automated inspection and anomaly warning systems.
He further pioneered the use of large language models to construct construction scheduling knowledge graphs that combine semantic understanding with workflow reasoning, allowing systems to infer project status, determine operational dependencies, and dynamically adjust construction sequencing.
Beyond academic research, Professor Lin has actively promoted the real-world deployment of intelligent construction technologies through collaborations with both the technology and construction industries.
His systems for intelligent inspection, progress tracking, and quality verification have been implemented in practice to improve construction safety, quality, and management efficiency. His work has also contributed to government initiatives in disaster mitigation and sustainable building development.
Overall, his research seeks to establish a critical foundation for transitioning construction automation systems from perception to reasoning, and from record keeping to true understanding, with long-term implications for industrial transformation, public safety, and societal well-being.
We extend our heartfelt congratulations to Professor Jacob J. Lin on receiving the 2026 NSTC Academic Research Award. His visionary research, dedication to translating theory into real-world impact, and commitment to mentoring students continue to inspire everyone in our lab. We look forward to continuing to learn from and work alongside such a brilliant, thoughtful, and supportive mentor in the years ahead.