PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations

Keyphrases

• Partial Differential Equations 100%
• Novel Architectures 100%
• Graph Neural Network 100%
• Numerical Methods 33%
• Convolutional Neural Network 33%
• Computer Vision 33%
• Computational Biology 33%
• Computational Chemistry 33%
• Graph Network 33%
• By Design 33%
• Deep Graph Networks 33%
• Partial Differential Equations on Manifolds 33%
• Over-smoothing 33%

Computer Science

• Partial Differential Equation 100%
• Graph Neural Network 100%
• Computer Vision 25%
• Numerical Methods 25%
• Deep Convolutional Neural Networks 25%