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- Rename ambiguous single-character variables (E741) across plotting and physics modules - Flatten nested control structures using boolean logic (SIM102) - Rename unused loop variables with leading underscore (B007) - Remove unused loop enumerations and redundant ternary expressions (RUF034) - Re-export GP kernel factory functions in PyAETNA.gp for backward compatibility - Fix type imports and regex escaping in test suite (UP035, RUF043) - Verify 100% test suite pass-rate across all 265 test cases