Nuclear engineering
Digital twins for NPPs and SMRs
Physical simulation, AI/ML event diagnosis, fault-tolerant monitoring, and LLM-enabled decision support.
Explore the program →National Tsing Hua University · Hsinchu
Turning complex signals into meaningful insight.
We apply signal and image processing, machine learning, and to nuclear power plant data, biomedical,and neuroscience.
What we do
Research across engineered and living systems
Our methods connect physical models, multimodal data, and artificial intelligence to support reliable decisions.
Industrial applications
Smart systems
Energy management, loading-pattern optimization, fault diagnosis, materials discovery, and atomic-scale analysis.
Explore the program →Biometric security
ECG recognition
Identification, verification, performance evaluation, and analysis of privacy and security threats.
Explore the program →Neuroscience
Brain and neuroimaging
AI-based four-dimensional imaging, cerebellar dynamics, and EEG source reconstruction.
Explore the program →Artificial intelligence
Domain-adaptive agents
LLM, RAG, and multi-agent systems for emergency procedures, nuclear knowledge, and materials data.
Explore the program →Biomedical applications
Cognitive and clinical research
Neuroimaging, statistical analysis, and AI for objective biomarkers based on resting-state fMRI and EEG.
Explore the program →Lab news
Recent milestones
Congratulations to Bo-Yu Li, Yan-Wei Chen, and Chih-Shen Yang on completing their master's degrees.
Congratulations to Guan-Wen Chen and Tsang-Ming Chang on completing their master's degrees.
Congratulations to Feng-Ren Tsai, Yuan-Shin Kuo, and Melvin Chung on completing their master's degrees.
Congratulations to Ting-Han Lin on completing his doctoral degree.