A new experiment buried deep underground has proven itself to be the most sensitive dark-matter detector ever built. But the first results from the high-tech instrument have turned up empty in its search for elusive dark matter, scientists announced Wednesday.

Housed one mile underground in the Black Hills of South Dakota, the Large Underground Xenon (LUX) experiment’s sensitivity makes it better at seeking out dark matter than any other detectors built for that purpose, LUX officials said. Although the powerful dark matter detector has just completed its first run, LUX has not yet found conclusive evidence of the elusive substance.

“The universe’s mysterious dark sector presents us with two of the most thrilling challenges in all of physics,” Saul Perlmutter, of the Lawrence Berkeley National Laboratory and a winner of the 2011 Nobel Prize in physics, said in a statement. “We call it the dark sector precisely because we don’t know what accounts for most of the energy and mass in the universe. Dark energy is one challenge, and as for the other, the LUX experiment’s first data now take the lead in the hunt for the dark-matter component of the dark sector.”

Scientists think that dark matter makes up the majority of the matter in the universe; however, it cannot be seen or touched. Astronomers detect dark matter because they have seen its gravitational pull on galaxies and stars.

By running experiments like LUX far underground, scientists hope to shield the dark-matter detector from everything but WIMPs — weakly interacting massive particles that are thought to be the leading candidates for the particles that make up dark matter.

“LUX is the quietest place verified in the world,” Rick Gaitskell, a Brown University physicist, said during a seminar Wednesday. “That’s how far we’ve had to go in order to be in a position to look for these WIMPs.”

LUX is particularly adept at searching for low-mass WIMPs, which are predicted by some theoretical physics models.WIMPS are extremely difficult to find because they rarely interact with ordinary matter, except through gravity, LUX officials said.

Scientists think WIMPs can be both low-mass and high-mass, and LUX has an enhanced sensitivity to low-mass WIMPs. The dark-matter detector recently completed its first data-collecting research run.

Through the course of the approximately three-month WIMP search, scientists did not find signals of WIMPs, although previous experiments with other detectors predicted they would.

“Three candidate WIMP events recently reported in ultracold silicon detectors, however, would have produced more than 1,600 events in LUX’s much larger detector, or one every 80 minutes in the recent run,” LUX officials said in a statement. “No such signals were seen.”

LUX houses a 6-foot-tall titanium tank filled with liquid xenon and cooled to minus 150 degrees Fahrenheit. The xenon tank is surrounded by rock and a tank of water.

If a WIMP comes into contact with a xenon atom, it will emit light and electrons. The electrons are pulled upward and release more photons. By recording both the photons at the collision point and at the top of the tank, the detector is able to pinpoint the locations of the photon signals and measure their brightness.