A physics-inspired neural network to solve partial differential equations - application in diffusion-induced stress

Engineering

• Induced Stress 100%
• Partial Differential Equation 100%
• Boundary Value 66%
• Numerical Methods 66%
• Solute Concentration 66%
• Finite Element Simulation 33%
• Paramount Importance 33%
• Lithium Ion Battery 33%
• Mechanical Equilibrium 33%
• Loss Function 33%
• Initial Condition 33%
• Sodium Ion Battery 33%
• Finite Element Analysis 33%
• Boundary Condition 33%
• Artificial Neural Network 33%
• Mass Transport 33%

Material Science

• Finite Element Methods 100%
• Lithium Ion Battery 50%
• Sodium Ion Battery 50%
• Finite Difference Method 50%

Chemical Engineering

• Neural Network 100%
• Mass Transport 25%
• Sodium-Ion Battery 25%