Peridynamics enabled learning partial differential equations

Mathematics

• Learning 83%
• Partial differential equation 66%
• Differential operator 50%
• Derivative 37%
• Cahn-Hilliard Equation 37%
• Learning Algorithm 36%
• Noisy Data 35%
• Term 32%
• Linear Regression Model 30%
• Linear regression 30%
• Nonlinear Partial Differential Equations 29%
• Regularization 26%
• Robustness 25%
• Regression Model 25%
• Unknown 19%
• Relationships 18%
• Coefficient 15%
• Operator 14%

Physics & Astronomy

• learning 100%
• partial differential equations 89%
• regression analysis 70%
• differential operators 59%
• matrices 25%
• operators 16%
• coefficients 12%

Engineering & Materials Science

• Partial differential equations 90%
• Linear regression 46%
• Mathematical operators 42%
• Derivatives 37%
• Learning algorithms 19%