He's thought to be spending time with her three sons after almost a year of dating.And Megan Fox and Machine Gun Kelly looked as loved-up as ever as they enjoyed a romantic dinner in Santa Monica on Wednesday.The actress, 34, and musician 31, stepped out wearing matching dark blue flannel and denim ensembles as they held hands after the meal.

Megan Fox and Machine Gun Kelly looked as loved-up as ever as they enjoyed a romantic dinner in Santa Monica on Wednesday

The actress, 34, and musician 31, stepped out wearing matching dark blue flannel and denim ensembles as they held hands after the meal

The outing comes after it was reported that the rapper is spending time with Megan's three children, Noah, eight, Bodhi, seven, and Journey, four, (pictured together with her ex-husband Brian Austin Green, 47)

Megan's estranged husband Brian Austin Green announced their split last May and she filed for divorce the day before Thanksgiving; pictured at the 2013 Golden Globes