Fully Convolutional Generative Machine Learning Method for Accelerating Non-Equilibrium Greens Function Simulations.
Preslav AleksandrovAli RezaeiNikolas XeniTapas DuttaAsen AsenovVihar P. GeorgievPublished in: CoRR (2023)
Keyphrases
- machine learning
- cost function
- experimental evaluation
- theoretical analysis
- preprocessing
- high precision
- high accuracy
- prior knowledge
- synthetic data
- unsupervised learning
- decision trees
- statistical methods
- machine learning methods
- classification method
- generative model
- pairwise
- feature set
- support vector machine
- classification accuracy
- clustering method
- machine learning algorithms
- dynamic programming
- significant improvement
- computational complexity
- objective function