Decide whether your walnut oil is meant for finishing (dressings, drizzles) or cooking (sautéing, baking).
Pick the closest flavor substitute first: hazelnut oil for nutty aroma, or EVOO for a gentle nut-fruit backup.
Use the listed ratio, then taste and adjust: if the substitute is strong (sesame), start slightly low.
For high-heat steps, prefer refined avocado or canola; reserve the most flavorful oils for finishing.
If the dish needs nutty depth (like pastry or nut sauces), add a small boost such as toasted nuts or a pinch of ground walnut.