Performance and Scalability of Materials Science and Machine Learning Codes on the State-of-Art Hybrid Supercomputer Architecture.
Nikolay KondratyukGrigory S. SmirnovAlexander AgarkovAnton OsokinVsevolod P. NikolskiyAlexander SemenovVladimir V. StegailovPublished in: RuSCDays (2019)
Keyphrases
- materials science
- machine learning
- machine learning methods
- related fields
- decision trees
- scientific data
- knowledge acquisition
- machine learning algorithms
- learning algorithm
- scalable distributed
- error correction
- management system
- polynomial neural networks
- massively parallel
- learning systems
- building blocks
- computational intelligence
- information systems
- intelligent systems
- higher education
- data mining methods
- knowledge discovery
- computer science
- feature selection
- multithreading
- artificial intelligence
- genetic algorithm
- neural network