The 26-year-old star and Aronofsky, 47, were joined by Lawrence's dog, Pippa during a day out, reported People magazine.
Lawrence dressed in a grey peacoat, while the "Black Swan" director kept a low profile in hats and sunglasses.
The pair, who has worked together on an upcoming film "Mother", was also seen sharing a lollipop together.
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