When and why PINNs fail to train: A neural tangent kernel perspective.
Sifan WangXinling YuParis PerdikarisPublished in: CoRR (2020)
Keyphrases
- network architecture
- viewpoint
- neural network
- support vector
- feature space
- kernel methods
- kernel function
- gaussian processes
- bio inspired
- learning rules
- neural fuzzy
- component analysis
- reproducing kernel hilbert space
- artificial neural
- convolution kernel
- graph kernels
- kernel learning
- multiple kernel learning
- information systems