Machine learning based surrogate modeling with SVD enabled training for nonlinear civil structures subject to dynamic loading.
Siddharth S. ParidaSupratik BoseMegan ButcherGeorgios ApostolakisPrashant ShekharPublished in: CoRR (2022)
Keyphrases
- machine learning
- echo state networks
- supervised learning
- singular value decomposition
- computer science
- artificial intelligence
- information extraction
- learning machines
- dynamic environments
- machine learning algorithms
- machine learning methods
- pattern recognition
- learning algorithm
- data mining
- learning problems
- data driven approaches
- dynamic characteristics
- dynamic aspects
- training examples
- semi supervised learning
- knowledge acquisition
- least squares
- reinforcement learning
- text classification
- computational intelligence
- learning systems
- principal component analysis
- knowledge discovery
- inductive learning
- training algorithm
- data analysis
- computer vision
- genetic algorithm
- neural network