LMZ10504 data sheet recommends a ceramic input cap, 22 uF or 47 uF. The applicaiton requires the use of Mil-spec capacitors and this much capacitance in ceramic is very large.
Is a Tantalum capacitor acceptable as the only input cap? Or maybe combined with a small ceramic cap (< 8.2uF)