If you ever build another one, you might consider digging a 4 or 5' deep shelf 10-15 foot wide around the inside of the pond. Then you could back fill over the liner on the shelf.

For what you have, I would agree the erosion mats would be best


1.8 acre pond with CNBG, RES, HSB, and LMB
Trophy Hunter feeder.