AI fault diagnosis AI for Industrial Fault Diagnosis: Leveraging Renormalization Group for Imbalanced Data Discover RGNet, an innovative neural network that uses the Renormalization Group concept to accurately predict rare industrial faults despite class imbalance and data noise.