By Kelsey Glein
Updated Aug 17, 2015 @ 4:30 pm
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Credit: Alberto E. Rodriguez/WireImage

Gwyneth Paltrow and Robert Downey Jr. are BFFs made in superhero heaven. The actors, who play onscreen lovebirds Pepper Potts and Tony Stark in the Iron Man franchise, took a selfie together over the weekend that has us ready for more Marvel flicks.

Paltrow shared the sunny snap on Instagram yesterday, which she captioned: "@robertdowneyjr how I love thee." She also added the duo's onscreen couple nickname, #pepperony. In the beach 'gram, the actress rocks a fresh face and minimal makeup while Downey Jr. wears a camoflauge hat and sunglasses (below).

Last weekend, the actor also mentioned his and Paltrow's Iron Man characters on the social media platform, posting a portrait of Stark and Iron Man made of salt and pepper (below). "Hopefully Pepper won't get jealous of salt..." he wrote alongside the picture, making a hilarious reference to the actress's name in the hit movie series.