... or, try to heat it slightly with a hair dryer to get the material to soften just a bit at the edges so you can gently pull and fold it back over the edges to smooth it out. Too much heat and/or too much pressure when you pull can ruin the material.
I would try practicing with some scraps of materiel first on something that mimics the angles you would need to work with to get just the right "feel".
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