OPENAIUQ
OpenSource Software of Uncertainty Quantification and Risk Analysis for risk-informed digital twins of buildings and infrastructures
STATISTICS AND PROBABILISTIC MODELS
CLASS: RISK AND RELIABILITY IN CIVIL ENGINEERING 2019-2021, Umberto Alibrandi, AU
DATA ANALYSIS
example A1.1: concrete strength
DATA ANALYSIS
example A1.2: timber strength
DATA ANALYSIS
example A1.3: concrete test
PROBABILITY MODELS
Example A3.1: Probability distributions
PROBABILITY MODELS
Example A3.2: Concrete strength, model selection
PROBABILITY MODELS
Example A3.3: Timber strength, model selection
PROBABILISTIC MODELS
example A4.1: Joint distributions
PROBABILISTIC MODELS
Example A4.2: concrete test, joint PDF
MULTIVARIATE PROBABILISTIC MODELS
CLASS: RISK AND RELIABILITY IN CIVIL ENGINEERING 2019-2021, Umberto Alibrandi, AU
NATAF
Joint Distributions
PROBABILISTIC SENSITIVITY ANALYSIS
INFORMATION THEORY
Informational Coefficient of Correlation
INFORMATION THEORY
Value of Information
SURROGATE MODELLING
INFORMATION THEORY
Informational Gaussian Processes
MONTE CARLO SIMULATION (MCS)
CLASS: RISK AND RELIABILITY IN CIVIL ENGINEERING 2019-2021, Umberto Alibrandi, AU
MCS
example B1.1: Bar, MCS