Active Learning in Bayesian Neural Networks for Bandgap Predictions of Novel Van der Waals Heterostructures.
Marco FronziOlexandr IsayevDavid A. WinklerJoseph G. ShapterAmanda V. EllisPeter C. SherrellNick A. ShepelinAlexander CorlettoMichael J. FordPublished in: Adv. Intell. Syst. (2021)
Keyphrases
- active learning
- neural network
- van der waals
- pattern recognition
- learning strategies
- bayesian networks
- artificial neural networks
- learning algorithm
- fuzzy logic
- experimental design
- selective sampling
- semi supervised
- genetic algorithm
- neural network model
- multilayer perceptron
- training set
- back propagation
- active learning strategies
- random sampling
- labeled data
- online auctions
- multi layer
- transfer learning
- supervised learning
- training data
- machine learning