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She was spotted walking hand-in-hand with her costars Rory Scovel and Grace Kelly Quigley earlier in the week, shooting different scenes.
The Damages actress was then seen hugging her castmate before prepping to film another scene.
Sunny climes: She clutched a clipboard and a Biro, and wore a tan leather purse over her shoulder for the scenes, which took part outside in the warm sunshine
Beach-side story: On location in Santa Monica, the 41-year-old was seen in the jeans skirt, with electric blue heels and a black and grey cardigan
Physical will take place in the 1980s and will focus on San Diego housewife Sheila Rubin, played by Byrne.
Rose Byrne is spotted hugging her costar Rory Scovel on the set of the upcoming series Physical dailymail.co.uk - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from dailymail.co.uk Daily Mail and Mail on Sunday newspapers.