For Uranium, you will want to explore Uranite. It is almost always oxidized, so the composition will be a range between UO2 and U3O8. Thorium is almost always found as a substitute for U, so there is a series between uranite and thorianite.
Deposits come in a wide variety of settings from pegmatites and granitoids, high temperature hydrothermal veins (Cornwall, England), silver deposits (Czech Republic), detrital sands (Canada) and even mica deposits (U.S.A.).