DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data.
Jiaqi LvQizhen HongXiaoyong WangZhiping MaoQuanhua SunPublished in: J. Comput. Phys. (2023)
Keyphrases
- data sets
- background knowledge
- raw data
- high quality
- learning algorithm
- data structure
- data processing
- human experts
- computer systems
- data collection
- image data
- neural network
- end users
- database
- noisy data
- original data
- synthetic data
- information retrieval
- learned models
- learning rules
- bayesian methods
- hidden variables
- data quality
- databases
- data distribution
- experimental data
- sensor data
- prior knowledge
- missing data
- training data
- data analysis
- online learning
- supervised learning
- relational databases
- data points
- data sources