Pause the game, press Up, Up, Down, Down, Left, Right, Left Right, B, A, and unpause to fully power up your ship (excluding speed).

Yu-Gi-Oh! Early Days Collection is a fun and nostalgic collection of old Gameboy games but there's a classic "nostalgia tax" that makes it hard to recommend.