Impact of feature selection on neural network prediction of fused deposition modelling (FDM) print part properties

Mathematics

• Feature Selection 100%
• Process Parameters 96%
• Particle Swarm Optimization 86%
• Artificial Neural Network 76%
• Neural Networks 70%
• Prediction 59%
• Neural Network Model 55%
• Modeling 48%
• Predictors 27%
• Tensile Strength 23%
• Energy Consumption 22%
• Performance Prediction 22%
• Process Modeling 19%
• Mechanical Properties 19%
• Physical property 18%
• Optimal Parameter 17%
• Artificial Intelligence 17%
• Manufacturing 16%
• Hardness 15%
• Demand 14%
• Influence 11%
• Energy 9%

Engineering & Materials Science

• Fused Deposition Modeling 98%
• Particle swarm optimization (PSO) 62%
• Feature extraction 57%
• Neural networks 45%
• 3D printers 18%
• Physical properties 16%
• Artificial intelligence 16%
• Tensile strength 14%
• Hardness 14%
• Energy utilization 13%
• Mechanical properties 12%
• Costs 7%