Fast point spread function modeling with deep learning

INIS

• modeling 100%
• learning 100%
• images 100%
• data 40%
• shear 40%
• surveys 40%
• control 40%
• monte carlo method 40%
• levels 20%
• stars 20%
• evaluation 20%
• applications 20%
• simulation 20%
• errors 20%
• speed 20%
• performance 20%
• neural networks 20%
• astrophysics 20%
• perturbations 20%
• galaxies 20%
• trains 20%
• probes 20%
• capture 20%
• principal component analysis 20%

Physics

• Monte Carlo 100%
• Deep Learning Method 100%
• Cosmological Parameters 50%
• Weak Gravitational Lensing 50%
• Parameter Estimation 50%
• Convolutional Neural Network 50%