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Split cap on LT3045


I am using LT3045 for low noise power supply generation. Following the PCB layout guidelines I used the "split caps" technique for the output capacitor. I understood that this is a sort of Kelvin connection, but I cannot fully explain the physical reason behind the high frequency noise filtering, as said in the UG. Can someone give me an explanation?