- Article
Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models
- Zhenhao Liao,
- Cheng Qiu,
- Jun Yang,
- Jinglei Yang and
- Lei Yang
Experimental and numerical investigations are presented for a theory-guided machine learning (ML) model that combines the Hashin failure theory (HFT) and the classical lamination theory (CLT) to optimize and accelerate the design of composite laminat...

