Predictor-corrector methods are a class of numerical techniques used to approximate solutions to ordinary differential equations (ODEs). These methods combine a predictor step, which estimates the next value in the solution, with a corrector step, which refines the prediction to obtain a more accurate result. They are particularly useful for solving initial value problems in the context of direction fields and numerical methods.
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