Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms.
Jorge Pérez-AracilAlejandro Mateo Hernández-DíazCosmin Madalin MarinaSancho Salcedo-SanzPublished in: Expert Syst. Appl. (2023)
Keyphrases
- machine learning algorithms
- reinforced concrete
- numerical methods
- benchmark data sets
- learning algorithm
- structural analysis
- machine learning
- decision trees
- machine learning methods
- learning problems
- predictive accuracy
- optimum design
- differential equations
- random forests
- partial differential equations
- machine learning approaches
- machine learning models
- learning models
- finite difference method
- data sets
- level set method
- standard machine learning algorithms
- machine learning and data mining algorithms
- natural images
- denoising
- multi objective
- reinforcement learning
- data mining