The blasts killed at least 37 people, including some children, and injured nearly 3,000, many of them civilian bystanders, according to Lebanese health authorities.
In return, on Tuesday, Trump gave Netanyahu a signed photograph of the two of them.
Officials meanwhile said Egypt has launched an diplomatic blitz behind the scenes to try and head off the plan.