Twenty people were killed when the bomb hit the Erawan shrine in the centre of the Thai capital on 17 August.
Yusufu Mieraili and Adem Karadag, also known as Bilal Mohammed, face charges of murder and possessing explosives.
No group has ever admitted being behind the bombing, which also injured scores of people.