Advanced Engineering Materials, EarlyView.This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
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Revolutionizing Lithium Metal Anodes With 3D-Printed Topology-Optimized Hosts for Enhanced Stability. [PDF]
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Optimized scheduling of integrated energy systems: a multi-dimensional electricity, hydrogen, ammonia, heat synergy approach using the LSDBO-WOA algorithm. [PDF]
Sci RepTu N, Yang J, Yan X, Fan Z.
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Research on the Prediction Method for Ultimate Bearing Capacity of Circular Concrete-Filled Steel Tubular Columns Based on Random Search-Optimized CatBoost Algorithm. [PDF]
Materials (Basel)Wang Z +5 more
europepmc +1 more source
Enhancing Manufacturing Cell Formation Through Availability-Based Optimization Using the Black Widow Optimizer Metaheuristic. [PDF]
Biomimetics (Basel)Figueroa-Torrez P +3 more
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Multi-strategy enhanced orchard algorithm for optimal integration of renewable energy sources and EV charging stations in microgrids. [PDF]
Sci RepV K, Thirumalaisamy SK, M M, P N R.
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