🔍 Researches

AI in Industry

• Supervised learning for acoustic damage detection and diagnosis.
• Unsupervised learning for acoustic signal anomalous sound detection.

AI for Science

• Supervised / Unsupervised learning for medical images / signals.

Phyeical Knowledge-Informed Machine Learning/Deep Learning

• Physics knowledge-designed network.
• Physics knowledge-embedded methods.
• Physics knowlegde Constraint losses.