Using Machine Learning as a Surrogate Model for Agent-Based Simulations

Keyphrases

• Machine Learning 100%
• Agent-based Simulation 100%
• Surrogate Model 100%
• Agent-based Model 66%
• Machine Learning Techniques 50%
• Artificial Neural Network 33%
• Multiple Machines 33%
• Agent-based Modeling 33%
• CPU Time 33%
• Computational Model 16%
• Training Time 16%
• Detailed Model 16%
• Statistical Model 16%
• Monte Carlo Method 16%
• Complex Behavior 16%
• Time Consumption 16%
• Accurate Model 16%
• Robust Sensitivity Analysis 16%
• Model Replication 16%
• Model Surrogates 16%
• Gaussian Process Surrogate 16%
• Conceptual Work 16%
• Gradient Boosted Trees 16%

Chemical Engineering

• Learning System 100%
• Neural Network 50%