It's not odd. To me it is only logical to assume that if we can explain most physical phenomena, the trend may very well be extended to the rest of them. Besides, one can find a surprising amount of symmetry, simplicity and beauty in the Universe.

Note: I left the "some physicists" part of your question out of the answer because some physicists would believe in anything.