Did you know that there is two kilometer deep neutrino detector in Anarctica?
Because there is.
It’s called IceCUBE. Neutrinos are subatomic particles with almost no mass. They are very tricky to detect even though the universe is chock full of them. Billions pass through us all the time, but you would be lucky to have more than one or two interact with one of your atoms during your lifetime.
Because they are so hard to detect, it is much easier to indirectly detect them. When a neutrino interacts with an atom, it often produces a muon, or sometimes an electron and a positron. All these particles have electric charge so when they move through matter, they produce light which you can detect.
IceCUBE is made of strings of detectors frozen in over 1,000 meters of ice. When the products of a neutrino reaction travel through the ice it produces light (called Cherenkov radiation) which is then detected and recorded. The detectors are buried deep in the ice to ensure a minimal level of background radiation. Otherwise you couldn’t determine whether the light you measured was from a neutrino reaction or another source.

So what can we learn with this thing? Well, quite a bit actually. One of the more interesting things it could potentially teach us about is dark matter. We still don’t know what dark matter is, or if it even exists. However, some potential dark matter candidates (like supersymmetric particles) might interact with each other to produce neutrinos. If there is a neutrino source that can’t be otherwise explained, it could give us clues about what dark matter is. Neutrinos are also produced in absurd amounts when stars explode, giving us another way of detecting surpernovae.
Neutrino detection is a super exciting area where a lot of potentially new physics could be hiding. IceCUBE is just one detector, but there are others like Super Kamiokande in Japan. Many work in the same way, detecting neutrinos by observing light produced by the particles made in neutrino-nucleon interactions.
For a more technical, but still highly readable summary of topics in neutrino astronomy, I recommend the following two articles. Here and here. They are a part of an excellent, but somewhat dated review of neutrino physics from the free-to-read New Journal of Physics.