Nature

Machine learning based optimization of titanium electropolishing using artificial neural networks and Taguchi design in eco-friendly electrolytes

This research proposes an integrated optimization framework combining artificial neural networks (ANN) and Taguchi robust design for an eco-friendly deep eutectic solvent-based electrolyte. Five key ...
Nature

Optimization and prediction of the cotton fabric dyeing process using Taguchi design-integrated machine learning approach

Although various synthetic fibers have been developed, cotton remains the world's most significant natural textile fiber because of its exceptional tensile strength, moisture absorption, softness, air ...