Open Access Journal of Engineering Applications
e-ISSN 3105-7004  ยท  HafizLab

Tribological Coatings: A Techno-Economic Assessment

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1. Introduction

Balancing performance, cost, and safety in coastal embankments depends on resolving open questions about tribological coatings. An optimization procedure based on convolutional neural networks was formulated to minimize cost while satisfying design constraints. Yield increased by 13% while feedstock consumption remained essentially unchanged. The insights gained are expected to improve both safety margins and economic returns.

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2. Materials and Methods

The method is described in the printed article, of which the PDF galley is a faithful rendition.

3. Results and Discussion

Results are reported in full in the PDF, together with the figures and tables referenced above.

4. Conclusion

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