Simulation-Based Transfer Learning for Concrete Strength Prediction

Keyphrases

• Amount of Training 50%
• Concrete Materials 50%
• Data Scarcity 50%
• Data-driven Methods 50%
• Engineering Domains 50%
• Generalization Ability 50%
• Generalization Performance 50%
• Knowledge Embedding 50%
• Learning Process 50%
• Machine Learning 50%
• Machine Learning Models 50%
• Model Generalization 50%
• Physical Model 50%
• Physics-based Model 100%
• Prediction Accuracy 50%
• Prior Domain Knowledge 50%
• Scientific Domain 50%
• Simulation-based 100%
• Training Samples 50%
• Transfer Learning 100%
• Transfer Learning Framework 50%
• Transfer Learning Models 50%
• World Data 50%

Computer Science

• Domain Engineering 33%
• Domain Knowledge 33%
• Generalization Ability 33%
• Generalization Performance 33%
• Inherent Complexity 33%
• Learning Approach 33%
• Learning Framework 33%
• Learning Process 33%
• Learning System 33%
• Machine Learning 33%
• Machine Learning Model 33%
• Physical Model 33%
• Practical Solution 33%
• Prediction Accuracy 33%
• Speed-up 33%
• Training Sample 33%
• Transfer Learning 100%