A neural network-based shape prediction model for membrane mirrors in space telescopes

Engineering

• Computer Simulation 100%
• Space Telescope 100%
• Deep Neural Network 100%
• Boundary Condition 50%
• Spatial Resolution 50%
• Accurate Prediction 50%
• Initial and Boundary Condition 50%
• Physical Model 50%
• Measurement Data 50%
• Network Model 50%
• Final Shape 50%
• Thermal Gradient 50%
• Design Factor 50%
• Approximators 50%
• Structural Design 50%
• Solar Radiation Pressure 50%
• Design Objective 50%
• Vibration Mode 50%
• Distant Object 50%

Keyphrases

• Shape Prediction 100%
• Inflated Membrane 75%
• Multidisciplinary Design Optimization 25%
• Universal Approximator 25%
• Physics-based numerical Simulations 25%
• Vibration Membrane 25%
• W-curve 25%
• Varying Boundary Conditions 25%
• Boundary Factor 25%