HOLISMOKES: VII. Time-delay measurement of strongly lensed Type Ia supernovae using machine learning

Keyphrases

• Random Forest 100%
• Machine Learning 100%
• Time Delay Estimation 100%
• Lensing 100%
• Type Ia Supernovae 100%
• Fully Convolutional Neural Network 50%
• Time Delay 33%
• Follow-up Observation 33%
• Observation Noise 33%
• Light Curves 33%
• Training Process 16%
• Real System 16%
• Machine Learning Approach 16%
• Machine Learning Models 16%
• Single Band 16%
• Set-based 16%
• Point Source 16%
• Final Test 16%
• Two-machine 16%
• Uncertainty Sources 16%
• Three-band 16%
• Supernovae 16%
• Early Universe 16%
• Photometry 16%
• Cosmology 16%
• Spectral Curve 16%
• Dominant Source 16%
• Cepheid Distance 16%
• Microlensing 16%
• Source Depth 16%
• Distance Ladder 16%
• Hubble Constant 16%
• Supernovae Ia 16%
• Precision Cosmology 16%
• Neural Network Method 16%
• Direct Way 16%

Physics

• Type Ia Supernovae 100%
• Neural Network 100%
• Machine Learning 100%
• Light Curve 66%
• Supernovae 66%
• Early Universe 33%
• Gravitational Microlensing 33%
• Cepheid Distance 33%
• Photometry 33%
• Hubble Constant 33%