Physics-Based Human-in-the-Loop Machine Learning Combined with Genetic Algorithm Search for Multicriteria Optimization: Electrochemical CO₂ Reduction Reaction

Keyphrases

• Multi-criteria Optimization 100%
• Partial Current Density 33%
• Correlation Technique 33%
• Nonlinear Correlation Analysis 33%
• (Formula presented.) Space 33%
• Data Scarcity 33%
• Cross-validation Errors 33%
• Tree-based Machine Learning 33%
• Efficient Formula 33%

Engineering

• Membrane Electrode Assembly 33%
• Pareto Front 33%