Inverse Parameter Identification of Subsurface Residual Stress in Tractional Sliding Processes Using a Physics-Informed Neural Network

Engineering

• Subsurface 100%
• Residual Stress 100%
• Physics Informed Neural Network 100%
• Residual Stress Distribution 40%
• Additive Manufacturing 20%
• Reference Solution 20%
• Key Parameter 20%
• Structural Integrity 20%
• Tensile Stress σ 20%
• Compressive Stress 20%
• Stress Field 20%
• Load Factor 20%
• Grinding (Machining) 20%
• Functional Performance 20%
• Critical Application 20%
• Constitutive Equation 20%
• Burnishing 20%
• Manufacturing Process 20%
• Inverse Method 20%
• Prediction Error 20%
• Loss Function 20%
• Experimental Trend 20%
• Fatigue Strength 20%
• Identification Error 20%
• Finite Element Analysis 20%
• Coefficient of Friction 20%
• Digital Twin 20%

Material Science

• Residual Stress 100%
• Machining 28%
• Finite Element Methods 14%
• Ultimate Tensile Strength 14%
• Three Dimensional Printing 14%
• Stress Analysis 14%
• Stress Field 14%
• Digital Twin 14%