PINNslope: physics informed neural network slope prediction and interpolation with positional encoding

Computer Science

• Positional Encoding 100%
• Physics-Informed Neural Network 100%
• Trained Neural Network 50%
• Reconstruction Accuracy 50%
• Objective Function 50%
• Encoding Function 50%
• Convergence Speed 50%

Engineering

• Fourier Feature 100%
• Plane Wave 50%
• Superposition 25%
• Oscillatory 25%
• Convergence Speed 25%
• Gaussians 25%
• Satisfies 25%
• Encoding Function 25%
• Objective Function 25%

Keyphrases

• Slope Prediction 100%
• Fourier Features 100%
• Sloping Field 33%