Basic Machine Learning Approaches for the Acceleration of PDE Simulations and Realization in the FEAT3 Software.
Hannes RuelmannMarkus GevelerDirk RibbrockPeter ZajacStefan TurekPublished in: ENUMATH (2019)
Keyphrases
- machine learning approaches
- machine learning methods
- machine learning algorithms
- machine learning
- simulation environment
- partial differential equations
- question classification
- source code
- user interface
- software tools
- software systems
- multiscale
- software architecture
- numerical simulations
- data mining methods
- simulation model
- software design
- software components
- databases
- machine learning models
- hardware design
- learning algorithm
- software maintenance
- computer systems
- level set