Scientists use various methods to study the structure and appearance of the Milky Way, including observing other galaxies similar to ours, analyzing the distribution and motion of stars, mapping interstellar gas and dust, and utilizing advanced telescopes and instruments operating across different wavelengths of light, such as radio, infrared, and X-ray.