Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization.
Zachary del RosarioYoolhee KimMatthias RuppErin AntonoJulia LingPublished in: CoRR (2019)
Keyphrases
- active learning
- multi objective
- high accuracy
- mathematical model
- optimization model
- probabilistic model
- optimization process
- experimental data
- computational model
- particle swarm optimization
- optimization procedure
- evolutionary algorithm
- machine learning
- pareto optimal
- multiple objectives
- constrained optimization
- data sets
- evolutionary optimization
- statistical model
- learning strategies
- computational cost
- cost function
- objective function
- neural network