fig3

Physics-informed machine learning framework integrating solid solution strengthening theory for accelerated hardness prediction in high-entropy alloys

Figure 3. Architecture of the proposed Hybrid PIML framework. Hybrid PIML: Hybrid physics-informed machine learning; HEA: high-entropy alloy; VEC: valence electron concentration; ANN: artificial neural network.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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