Yes, you can visit Pearl Harbor in the rain. Many of the exhibits and museums, such as the Pearl Harbor Aviation Museum, are indoors and provide shelter from the weather. However, for outdoor sites like the USS Arizona Memorial, it's a good idea to bring an umbrella or a rain jacket.