Ms Murad is an Iraqi Yazidi who was tortured and raped by Islamic State militants and later became the face of a campaign to free the Yazidi people.
Dr Mukwege is a Congolese gynaecologist who, along with his colleagues, has treated tens of thousands of victims.
Some 331 individuals and organisations were nominated for the prestigious peace award this year.
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