Deutch explains that mathematics is a field where what we're trying to uncover is necessary truth. The subject matter of particle physics are the fundamental particles, but this doesn't mean you actuall find them. Deutch: "Because a mathematician has a brain, which is a physical object, and all physical objects are subject to making errors"