Can you visit Hiroshima as a day trip?

Will be in Osaka for a week in February, I want to visit Hiroshima but was wondering if it's worth the time to go in winter, or is it more of a summer destination. Also can you visit lot in just 1 day or is Hiroshima a multiple day tripm