Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
Samuel KimPeter Y. LuSrijon MukherjeeMichael GilbertLi JingVladimir CepericMarin SoljacicPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- deep learning
- scientific discovery
- symbolic regression
- genetic programming
- knowledge discovery
- unsupervised learning
- neural network
- gene expression programming
- machine learning
- evolutionary computation
- software package
- artificial intelligence
- weakly supervised
- parameter optimization
- mental models
- genetic algorithm
- multi class
- real world