BRUSSELS—Iran remains "quite optimistic" it can reach a nuclear deal with six major powers by Nov. 24, the country's foreign minister said Monday, although he criticized the U.S. for imposing new sanctions.

Javad Zarif met with European Union foreign policy chief Catherine Ashton, who chairs the six-power group that negotiates with Iran over its nuclear program.

"We...