Physics-based probabilistic models: Integrating differential equations and observational data

Keyphrases

• Physics-based 100%
• Differential Equations 100%
• Observational Data 100%
• Probabilistic Model 100%
• Physical Characteristics 33%
• Reliability Analysis 33%
• Correction Term 33%
• Physical Laws 33%
• Uncertainty Quantification 16%
• Biological Phenomena 16%
• Engineering Systems 16%
• Bayesian Approach 16%
• Reliability Issues 16%
• Physical Phenomena 16%
• Physical Systems 16%
• Governing Differential Equation 16%
• System Characteristics 16%
• Uncertain Systems 16%
• Computational Efficiency 16%
• Failure Probability 16%
• Boundary Value Problem 16%
• Quantity of Interest 16%
• Axially Loaded 16%
• Chemical Phenomena 16%
• Drilled Shafts 16%
• Unknown Model Parameters 16%
• Parameter System 16%
• Analytical Correction 16%
• Model Uncertain 16%
• Rock-socketed 16%
• Proposed Formulation 16%

Engineering

• Correction Term 100%
• Reliability Analysis 100%
• Bayesian Approach 50%
• Illustrates 50%
• Computational Efficiency 50%
• Failure Probability 50%
• Model Parameter 50%
• Boundary Value 50%
• Governing Differential Equation 50%
• Uncertainty Quantification 50%
• Systems Engineering 50%