This is specifically called out as a reason in the Hiroshima Peace Memorial Muse...

This is specifically called out as a reason in the Hiroshima Peace Memorial Museum. I was there just a few weeks ago. It's also available here:

"The United States believed that ending the war with an atomic bombing would help prevent the Soviet Union from extending its sphere of influence."