可插拔式語意決策引擎：高科技廠務之可執行與可治理 AI 決策架構
於 2026 SEMICON Taiwan 高科技廠房設施 R&D 專區發表學術海報，展示可插拔語意執行框架（SAM）在高科技廠務中的應用，包含冷凍機異常與超純水壓差異常完整案例。
A Plug-and-Play Semantic Execution Framework for Reusable Cross-Domain Automation in Digital Twins
Keynote presentation at ISARC 2026 on plug-and-play semantic execution frameworks for reusable cross-domain automation in digital twins.
可解釋與稽核之數據驅動預測性維護機制——結合語意建模與自動化執行
受邀於台灣高科技廠房設施協會（HTFA）研討會發表演講，介紹語意建模與自動化執行驅動之可解釋預測性維護機制。
LLM-Assisted Semantic Digital Twin for Explainable and Auditable Facility Operations
LLM-assisted semantic digital twin framework for explainable and auditable facility operations management.
A Plug-and-Play Semantic Execution Framework for Reusable Cross-Domain Automation in Digital Twins
A plug-and-play semantic execution framework for reusable cross-domain automation in digital twins.
🏆 Best Paper Award at ISARC 2026
Received Best Paper Award at the 43rd International Symposium on Automation and Robotics in Construction (ISARC 2026), Singapore.
智慧人居環境運維自動化研究——從幾何優先到語意優先的數位部署基礎設施
受邀於麗明營造 BIM 雙月例會發表演講，介紹語意事件驅動數位孿生框架與高科技場域地端 AI 部署實務。
📄 New Paper Published in Automation in Construction
Paper on semantic digital thread framework for lifecycle carbon management published in Automation in Construction (IF 9.6).
Semantic Digital Twin Technologies for Integrating Heterogeneous Data in Building Carbon Management
Information integration methods for building carbon accounting using semantic-oriented digital twin technology.
Semantic Digital Thread Framework for Explainable Lifecycle Carbon Management: An Ontology-Driven and Auditable Automation Backbone
A Semantic Digital Thread framework integrating ontology-driven automation for explainable and auditable lifecycle carbon management in smart built environments.