Loss Landscape Engineering via Data Regulation on PINNs.
Vignesh GopakumarStanislas PamelaDebasmita SamaddarPublished in: CoRR (2022)
Keyphrases
- real time
- data acquisition
- data sets
- data quality
- data collection
- complex data
- data analysis
- synthetic data
- data processing
- data sources
- high quality
- data points
- raw data
- training data
- high dimensional data
- statistical analysis
- database
- prior knowledge
- data mining algorithms
- data distribution
- software engineering
- original data
- data objects
- noisy data
- search engine
- end users