Beat the pastry cream with an electric mixer until smooth. Fill a piping bag or Ziplock bag with the pastry cream. Cut the tip of the bag (or a bottom corner of the Ziplock bag).
Line 2 cookie sheets with parchment paper. Take one of the dough disks from the refrigerator and roll it out in between two pieces of parchment paper that are lightly dusted in flour. Roll the dough so that it is approximately ¼ of an inch thick. If you roll it too thin, the dough will rip as you remove it from the parchment. Using a round cookie cutter (I use a 2½ inch diameter), cut as many rounds out as you can. You may need to dip your cutter into some flour to avoid it sticking to the dough. Use a metal spatula dipped in flour to release the rounds. Gather the scraps and roll that clump of dough out and cut more rounds. Keep repeating until you have used all the dough. If at any point the dough becomes too sticky or difficult to work with, cover it in plastic wrap and let it chill in the refrigerator for about 10 minutes. Try to avoid adding too much flour to the dough.
Fill each round with a generous mound of pastry cream. Lightly flour your fingertips and form each circle into triangles by folding up the rounds and pinching them tightly in three corners. (If they are not sticking together, wet your fingertip and rub it on the inside where you are trying to create the point.) You want to make sure that the seams are fully closed so that they do not open while baking. Place the shaped hamantaschen on the prepared cookie sheets.
Place the cookie sheets with the shaped hamantaschen in the freezer for at least 15 minutes. DO NOT SKIP THIS STEP. (If you have limited freezer space, place them tightly, right next to each other, on one prepared cookie sheet or a plate. Once frozen, you can easily remove them and set them further apart on another parchment line baking sheet for baking.)
Preheat oven to 400° F.
Repeat steps 2 through 4 with the remaining disk of dough.
Bake the frozen hamantaschen for 12-14 minutes until they are lightly brown around the bottom edges.
Cool on pan for a few minutes and then completely on a wire rack. Top the hamantaschen with more pastry cream.