A Novel Machine Learning Method for Accelerated Modeling of the Downwelling Irradiance Field in the Upper Ocean

Keyphrases

• Monte Carlo Simulation 100%
• Machine Learning Techniques 100%
• Upper Ocean 100%
• Novel Machine 100%
• Downwelling Irradiance 100%
• Irradiance 75%
• Machine Learning Models 75%
• Machine Learning 25%
• Energy Sources 25%
• Dimensionality Reduction 25%
• Computationally Expensive 25%
• Wave Field 25%
• Computational Cost 25%
• Training Data 25%
• Monte Carlo Model 25%
• Artificial Neural Network 25%
• Acceleration Model 25%
• Spread Function 25%
• Photosynthesis Process 25%
• Beam Spreading 25%
• Turbid Seawater 25%
• Air-sea Heat Flux 25%

Engineering

• Machine Learning Method 100%
• Irradiance 100%
• Learning System 80%
• Simulation Result 20%
• Raw Data 20%
• Computational Cost 20%
• Major Energy Source 20%
• Beam Spreading 20%
• Artificial Neural Network 20%
• Heat Flux 20%

Material Science

• Seawater 100%