By-passing the Kohn-Sham equations with machine learning.
Felix BrockherdeLi LiKieron BurkeKlaus-Robert MüllerPublished in: CoRR (2016)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- mathematical model
- data mining
- pattern recognition
- machine learning algorithms
- knowledge acquisition
- feature selection
- decision trees
- learning tasks
- inductive learning
- text mining
- support vector machine
- learning systems
- machine learning approaches
- supervised machine learning
- differential equations
- explanation based learning
- numerical solution
- text classification
- machine learning and data mining
- databases
- information extraction
- knowledge representation
- computer vision
- training data
- learning problems
- database
- real time
- real world
- computational biology
- reinforcement learning
- inductive logic programming
- level set
- natural language
- kernel methods
- data analysis
- knowledge discovery
- unsupervised learning
- supervised learning
- natural language processing