The Iranian leader is arriving here tomorrow for a two- day visit to the city as part of his India tour, they said.
"He is scheduled to address Muslim intellectuals, scholars and clerics at 6.30 pm tomorrow," they said.
Islamic scholars from different schools of thoughts will be present on the occasion, the sources said.
During his stay in the state capital, Rouhani is also expected to visit historic sites, including the Qutub Shahi Tombs at Golconda, they added.
"This is the second time Hassan Rouhani will be visiting Hyderabad, and it is his first visit (to the city) after assuming charge as the president.
"He will leave for New Delhi on Feburary 16," the sources said.
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