Coatings 1 Electrochemical electrodes 1 Electrode coating 1 Electrode manufacturing 1 Explainable machine learning 1 Ions 1 Learning algorithms 1 Li-ion battery 1 Li-ion battery electrodes Lithium-ion batteries 1 Machine learning 1 Machine-learning 1 Manufacture 1 Manufacturing process 1 Optimised manufacturing 1 Optimized manufacturing 1 Slurry coating 1 Slurry mix 1 Systematic analysis 1