There is a new train station planned for the Expo site.
Source: https://www.linkedin.com/posts/davidcohollebeke_osaka-2025-world-expo-world-expo-new-station-activity-6926671634946813952-Koh5/?utm_source=linkedin_share&utm_medium=member_desktop_web