Since @alexrussell has confirmed his faith, I am pretty sure that you can only determine the storage mechanism when creating a table using Schema::create()
.
However, you can always use raw SQL as a last resort:
DB::statement('ALTER TABLE tests ENGINE = InnoDB');
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