A deep learning approach for solving diffusion-induced stress in large-deformed thin film electrodes

Engineering

• Induced Stress 100%
• Learning Approach 100%
• Thin Films 100%
• Deep Learning Method 100%
• Large Deformation 66%
• Loss Function 66%
• Model 66%
• Lithium-Ion Batteries 33%
• Computational Efficiency 33%
• Finite Deformation 33%
• Deformation Theory 33%
• Energy Storage 33%
• Performance 33%
• Library 33%
• Computational Cost 33%
• Complexity 33%
• Finite Element Analysis 33%
• Mass Transfer 33%
• Partial Differential Equation 33%
• Boundary Condition 33%
• Equilibrium Equation 33%

Chemical Engineering

• Deep Learning Method 100%
• Film 100%
• Neural Network 66%
• Tin 33%
• Silicon 33%
• Lithium 33%
• Mass Transfer 33%

Material Science

• Electrode 100%
• Thin Films 100%
• Large Deformation 50%
• Finite Element Methods 25%
• Silicon 25%
• Lithium Ion Battery 25%
• Tin 25%
• Stress Analysis 25%