Classification of complex local environments in systems of particle shapes through shape-symmetry encoded data augmentation.
Shih-Kuang LeeSun-Ting TsaiSharon C. GlotzerPublished in: CoRR (2023)
Keyphrases
- computer systems
- database
- data processing
- data sets
- high dimensional data
- data sources
- complex data
- feature extraction
- shape descriptors
- complex systems
- data analysis
- data collection
- training samples
- shape recognition
- classification systems
- data points
- support vector
- knowledge discovery
- data structure
- training data
- real world
- planar shapes
- shape classification
- shape modeling
- shape retrieval
- shape variations
- machine learning
- shape matching
- feature selection
- shape prior
- shape analysis
- shape model
- missing data