Abstract: Systems and methods for adaptive power converters are provided. In one embodiment, an adaptive power converter comprises: a power converter controller; a switching power conversion circuit comprising an input switch, a low-pass filter, and a non-linear control feedback compensator, the input switch controlled using feedback control from the non-linear control feedback compensator, wherein the non-linear control feedback compensator controls the input switch to regulate an output from the power conversion circuit based on multiple regulation profiles; a measurement estimate and gain module; and a power converter state detection and correction function. The measurement estimate and gain module evaluates power converter state information from the power converter state detection and correction function.