Prediction of geophysical properties of rocks on rare well data and attributes of seismic waves by machine learning methods on the example of the Achimov formation.
Dmitry IvlevPublished in: CoRR (2021)
Keyphrases
- machine learning methods
- data sets
- image data
- training data
- data structure
- data processing
- data collection
- numerical data
- data objects
- statistical methods
- prediction accuracy
- machine learning algorithms
- data mining techniques
- neural network
- machine learning
- attribute values
- database
- statistical analysis
- prior knowledge
- data sources
- high quality
- raw data
- data points
- data quality
- ensemble methods
- seismic data
- data records
- machine learning approaches
- historical data
- data mining methods
- data mining
- signal processing
- data analysis