Falling film evaporation is a compelling heat transfer technique characterized by a thin liquid film traversing a heated surface. This process offers remarkable enhancements in heat transfer rates compared to traditional methods due to the high interfacial area between the liquid and the hot surface. The continuous movement of the liquid film promo