Benchmarking machine learning strategies for phase-field problems

Keyphrases

• Benchmarking Framework 50%
• Data Requirements 25%
• Event-triggered 25%
• Key Analysis 25%
• Machine Learning Approach 25%
• Machine Learning Strategies 100%
• Microstructure Evolution 25%
• Model Performance 25%
• Modeling Data 25%
• Performance Requirements 25%
• Phase Field Problems 100%
• Prediction Accuracy 25%
• Quantitative Metrics 25%
• Scalar Metric 25%
• Simulation Time 25%
• Specific Events 25%
• Systematic Error 25%

Computer Science

• Benchmarking 100%
• Data Requirement 33%
• Learning System 100%
• Machine Learning 100%
• Machine Learning Approach 33%
• Performance Requirement 33%
• Prediction Accuracy 33%
• Quantitative Metric 33%
• Simulation Time 33%
• Systematic Error 33%
• Triggering Event 33%

Chemical Engineering

• Learning System 100%