Computing formation enthalpies through an explainable machine learning method: the case of Lanthanide Orthophosphates solid solutions.
Edoardo Di NapoliXinzhe WuThomas BornhakePiotr M. KowalskiPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning methods
- detection method
- support vector machine
- experimental evaluation
- cost function
- segmentation method
- objective function
- unsupervised learning
- fully automatic
- neural network
- high precision
- clustering method
- detection algorithm
- learning algorithm
- theoretical analysis
- classification accuracy
- computational cost
- optimization method
- dynamic programming
- significant improvement
- prior knowledge
- computationally efficient
- statistical methods
- learning tasks
- artificial intelligence
- support vector machine svm
- high accuracy
- three dimensional
- preprocessing
- search algorithm