Non data hungry smart composite manufacturing using active transfer learning with sigma point sampling (SPSATL)

Debangsha Sarkar, Milad Ramezankhani, Apurva Narayan, Abbas S. Milani

Abstract: Highlights•Transfer learning improves robustness of ML models in dynamic operational settings.•Active transfer learning for smart manufacturing under limited data is a key.•An integration of Sigma point sampling with active transfer learning is presented.•The application of the method is shown for advanced composites autoclave processing.