Predicting excited states from ground state wavefunction by supervised quantum machine learning.
Hiroki KawaiYuya O. NakagawaPublished in: Mach. Learn. Sci. Technol. (2020)
Keyphrases
- machine learning
- supervised learning
- pattern recognition
- learning algorithm
- computational intelligence
- real time
- state information
- supervised classification
- knowledge acquisition
- information extraction
- state space
- database
- active learning
- state variables
- feature selection
- semi supervised
- data analysis
- artificial neural networks
- decision trees
- support vector machine
- data mining
- unsupervised learning
- machine learning algorithms
- expert systems
- finite state machines
- neural network
- belief state
- state transitions