Dual Generative Adversarial Networks for Neighborhood Learning and Prediction of Melt-Pool Dynamics in Additive Manufacturing

Computer Science

• Additive Manufacturing 100%
• Generative Adversarial Networks 100%
• Experimental Result 33%
• Network Architecture 33%
• Network Modeling 33%
• Modeling Framework 33%
• Process Optimization 33%
• Structured Data 33%
• Baseline Model 33%

Keyphrases

• Neighborhood Prediction 100%
• Neighborhood Learning 100%
• Spatiotemporal Evolution 20%
• Defect Prevention 20%
• Spatiotemporal Prediction 20%
• Melt Pool Analysis 20%

Material Science

• Three Dimensional Printing 100%
• Laser Powder Bed Fusion 100%
• Mechanical Property 50%