Sampling low-dimensional Markovian dynamics for pre-asymptotically recovering reduced models from data with operator inference.
Benjamin PeherstorferPublished in: CoRR (2019)
Keyphrases
- low dimensional
- training data
- high dimensional data
- prior knowledge
- database
- experimental data
- data sets
- raw data
- data collection
- data points
- probabilistic model
- data mining techniques
- accurate models
- historical data
- probabilistic inference
- dimensionality reduction
- image data
- data sources
- data analysis
- data structure
- high dimensional
- sample size
- spatial data
- feature space
- pattern recognition
- random sampling
- statistical inference
- bayesian networks