Preheat the oven to 425 degrees F (220 degrees C). Place asparagus into a mixing bowl; drizzle with olive oil and toss to coat. Sprinkle with Parmesan cheese, garlic, salt, and pepper. Arrange asparagus in a single layer in a baking dish. Bake in the preheated oven until just tender, 12 to 15 minutes depending…