Author

Peng Zhai

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Open access Sep 2026

Adaptive physics-informed neural network framework for PTFE wear prediction through Archard-guided physical embedding

The results suggest that adaptive hidden-layer modulation of an Archard-derived descriptor is an effective method for incorporating physical prior information into PTFE wear prediction.

Jun-Kai Niu, Feng Zhao, Peng Zhai et al. · Measurement science and tech... · 0 citations