Spatiotemporal prediction of surface roughness evolution of C/C composites based on recurrent neural network

Engineering

• Accurate Prediction 33%
• Aerospace Applications 33%
• Carbon Composite 100%
• Convolutional Neural Network 66%
• Extracted Feature 33%
• Fiber Orientation 33%
• Long Short-Term Memory 66%
• Microstructural Feature 33%
• Microstructure 33%
• Multiscale 66%
• Recurrent Neural Network 100%
• Thermal Protection 33%

Chemical Engineering

• Long Short-Term Memory 100%
• Neural Network 100%
• Recurrent Neural Network 100%

Material Science

• Carbon Carbon Composites 100%
• Fiber Reinforced Material 33%
• Materials Property 33%
• Surface Roughness 100%