Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning.
Masashi TsubakiTeruyasu MizoguchiPublished in: CoRR (2020)
Keyphrases
- data driven
- machine learning
- prediction accuracy
- deep learning
- predictive modeling
- inductive learning
- quantum genetic algorithm
- data analysis
- explanation based learning
- prediction error
- incomplete data
- text classification
- learning systems
- machine learning methods
- inductive logic programming
- energy consumption
- low power
- prolate spheroidal
- energy minimization
- learning problems
- learning tasks
- knowledge acquisition
- supervised learning
- active learning
- evolutionary algorithm
- computer science
- reinforcement learning
- feature selection
- computer vision