Physics-guided machine learning predicts the planet-scale performance of solar farms with sparse, heterogeneous, public data.
Jabir Bin JahangirMuhammad Ashraful AlamPublished in: CoRR (2024)
Keyphrases
- machine learning
- data sets
- data analysis
- data processing
- database
- data collection
- experimental data
- probability distribution
- artificial intelligence
- heterogeneous data
- distributed data
- sparse data
- knowledge discovery
- computer science
- high quality
- original data
- computer vision
- complex data
- data quality
- raw data
- synthetic data
- statistical analysis
- data mining techniques
- image data
- prior knowledge
- multiscale
- heterogeneous sources
- global scale
- data objects
- data distribution
- sensor data
- input data
- small number
- clustering algorithm
- data mining