Noisy dynamic simulations in the presence of symmetry: Data alignment and model reduction.
Benjamin SondayAmit SingerIoannis G. KevrekidisPublished in: Comput. Math. Appl. (2013)
Keyphrases
- experimental data
- simulation data
- data sets
- input data
- data processing
- data analysis
- data structure
- database
- probabilistic model
- data collection
- probability distribution
- synthetic data
- prior knowledge
- test data
- simulation model
- noisy data
- incomplete data
- temporal information
- expert knowledge
- raw data
- empirical data
- computational model
- measured data
- statistical analysis
- data points
- high quality
- social networks
- simulation environment
- data reduction
- learning models
- temporal dependencies
- original data
- conceptual model
- network structure
- mathematical model
- missing data
- high dimensional data
- management system
- data sources