Author

Ankit Tyagi

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Open access Aug 2026

AI-driven predictive modelling of residual stress of HVOF thermal sprayed carbon-based composite coatings using physics-informed neural networks

A combined Physics-Informed Neural Network (PINN) model is recommended to predict HVOF thermal sprayed carbon-based composite coatings residual stress distributions and achieves a better accuracy and much lower cost of computation than traditional ANN and FEA-driven surrogate models.

Ankit Tyagi, A. Dadhich, Sachin Sirohi et al. · Scientific Reports · 0 citations