The CBI has booked former director of the CSIR-Central Institute of Mining and Fuel Research P K Singh and Chief Scientist A K Singh for alleged corruption in the distribution of intellectual fee amounting to Rs 137 crore for coal-sampling projects, officials said on Monday.