LP-Conjugation, introduced by Padua and Libao, is a versatile method used in solving the Inverse Frobenius-Perron problem (IFPP) for chaotic systems based on time series data. While their initial work focused logistic map prime gap data, this article highlights broader significance of LP-Conjugation as powerful tool IFPP. Any can be employed with established data to reconstruct unknown maps. ut...