The electronic duo, who previously worked on a 4-track EP with the Gossip singer last year, said they are hoping to record a full LP in the near future.
James Ford told Digital Spy: "We actually made that EP in five days - that includes writing, mixing and producing. It couldn't have been much quicker! It was really fun.
"We're going to try and do more - there was talk of a full album at some point, we've just got to pin her down. On a personal level, it was a lot of fun and we were really pleased with it."
Asked if they have been approached to work with more popstars, he said: "We have, and pop production is something we're looking to get back into.
"I'll admit I'm really struggling to listen to Radio 1 at the moment. I love the new Santigold song, maybe something with her would be great."
Simian Mobile Disco's new album Unpatterns is out now. Watch the video for the record's lead single 'Seraphim' below:
> Read Digital Spy's interview with Simian Mobile Disco