Weapon Ascension Materials in Genshin Impact are items used to level up and strengthen weapons. These materials can be obtained by defeating bosses, completing quests, or exploring the open world. Each weapon requires specific Ascension Materials to reach higher levels, enhancing its stats and abilities.