The Daya Bay Reactor Neutrino Experiment has produced the most precise measurement yet of θ₁₃, a key parameter for understanding how neutrinos change their “flavor”.


adInside one of the eight detectors of the Daya Bay experiment


Over nearly nine years, the Daya Bay Reactor Neutrino Experiment captured an unprecedented five and a half million interactions from subatomic particles called neutrinos. Now, the international team of physicists in the Daya Bay collaboration has reported the first result from the experiment’s full dataset—the most precise measurement yet of θ₁₃, a key parameter for understanding how neutrinos change their “flavor.” The result, announced today at the Neutrino 2022 conference in Seoul, South Korea, will help physicists explore some of the biggest mysteries surrounding matter and the nature of the universe.

Neutrinos are subatomic particles that are both famously elusive and tremendously abundant. They endlessly bombard every inch of Earth’s surface at nearly the speed of light, but rarely interact with matter. They can travel through a lightyear’s worth of lead without ever disturbing a single atom.

One of the defining characteristics of these ghost-like particles is their ability to oscillate between three distinct “flavors”: muon neutrino, tau neutrino, and electron neutrino. The Daya Bay Reactor Neutrino Experiment was designed to investigate the properties (known as mixing angles and mass splittings) that dictate the probability of those oscillations.

Only one of the three mixing angles remained unknown at the time Daya Bay was designed in 2007: θ₁₃. So, Daya Bay was built to measure θ₁₃ with higher sensitivity than any other experiment (physicists measure θ₁₃ in terms of its oscillation amplitude, or what is mathematically written as sin²2θ₁₃).

Operating in Guangdong, China, Daya Bay consists of large, cylindrical particle detectors immersed in pools of water in three underground caverns. The eight detectors pick up light signals generated by antineutrinos streaming from nearby nuclear power plants. Antineutrinos are the antiparticles of neutrinos, and they are produced in abundance by nuclear reactors.

Daya Bay was built through an international effort of physicists from China, the US and Europe. The Beijing-based Institute of High Energy Physics (IHEP) of the Chinese Academy of Sciences leads China’s role in the collaboration, while the U.S. Department of Energy’s (DOE) Lawrence Berkeley National Laboratory and Brookhaven National Laboratory co-lead U.S. participation. The Europe is represented by two organizations: the Joint Institute for Nuclear Research in Dubna and Charles University in Prague, the Czech Republic.

To determine the value of θ₁₃, Daya Bay scientists detected neutrinos of a specific flavor—in this case, electron antineutrinos—in each of the underground caverns. Two caverns are near the nuclear reactors and the third cavern is farther away, providing ample distance for the antineutrinos to oscillate. By comparing the number of electron antineutrinos picked up by the near and far detectors, physicists calculated how many changed flavors and, consequently, the value of θ₁₃.

Daya Bay physicists made the world’s first conclusive measurement of θ₁₃ in 2012 and subsequently improved upon the measurement's precision as the experiment continued taking data. Now, after nine years of operation and the end of data collection in December 2020, excellent detector performance, and dedicated data analysis, Daya Bay has far exceeded expectations. Working with the complete dataset, physicists have now measured the value of θ₁₃ with a precision two and a half times greater than the experiment’s design goal. No other existing or planned experiment is expected to reach such an exquisite level of precision.

“We had multiple analysis teams that painstakingly scrutinized the entire dataset, carefully taking into account the evolution of detector performance over the nine years of operation,” said Daya Bay co-spokesperson Jun Cao of IHEP. “The teams took advantage of the large dataset not only to refine the selection of antineutrino events but also to improve the determination of backgrounds. This dedicated effort allowed us to reach an unrivaled level of precision.”

The precision measurement of θ₁₃ will enable physicists to more easily measure other parameters in neutrino physics, as well as develop more accurate models of subatomic particles and how they interact.

By investigating the properties and interactions of antineutrinos, physicists may gain insight into the imbalance of matter and antimatter in the universe. Physicists believe that matter and antimatter were created in equal amounts at the time of the Big Bang. But if that were the case, these two opposites should have annihilated, leaving behind only light. Some difference between the two must have tipped the balance to explain the preponderance of matter (and lack of antimatter) in the universe today.

“We expect there might be some difference between neutrinos and antineutrinos,” said Berkeley physicist and Daya Bay co-spokesperson Kam-Biu Luk. “We’ve never detected differences between particles and antiparticles for leptons, the type of particles that includes neutrinos. We’ve only detected differences between particles and antiparticles for quarks. But the differences we see with the quarks aren’t enough to explain why there’s more matter than antimatter in the universe. It’s possible that neutrinos might be the smoking gun.”

The latest analysis of Daya Bay’s final dataset also provided physicists with a precise measurement of the mass splitting. This property dictates the frequency of neutrino oscillations.

“The measurement of mass splitting was not one of Daya Bay’s original design goals, but it became accessible thanks to the relatively large value of θ₁₃,” Luk said. “We measured the mass splitting to 2.3% with the final Daya Bay dataset, an improvement over the 2.8% precision of the previous measurement.”

Moving forward, the international Daya Bay collaboration expects to report additional findings from the final dataset, including updates to previous measurements.

Next-generation neutrino experiments, such as the Deep Underground Neutrino Experiment (DUNE), will leverage the Daya Bay results to precisely measure and compare properties of neutrinos and antineutrinos. Currently under construction, DUNE will provide physicists with the world’s most intense neutrino beam, underground detectors separated by 800 miles, and the opportunity to study the behavior of neutrinos like never before.

“As one of many physics goals, DUNE expects to eventually measure θ₁₃ almost as precisely as Daya Bay,” said Brookhaven experimental physicist and Day Bay collaborator Elizabeth Worcester. “This is exciting because we will then have precise θ₁₃ measurements from different oscillation channels, which will rigorously test the three-neutrino model. Until DUNE reaches that high precision, we can use Daya Bay’s precise θ₁₃ measurement as a constraint to enable the search for differences between neutrino and antineutrino properties.”

Scientists will also leverage the large θ₁₃ value and reactor neutrinos to determine which of the three neutrinos is the lightest. “The precise θ₁₃ measurement of Daya Bay improves the mass-ordering sensitivity of the Jiangmen Underground Neutrino Observatory (JUNO), which will complete construction in China next year,” said Yifang Wang, JUNO spokesperson and IHEP director. “Furthermore, JUNO will achieve sub-percent level precision on the mass splitting measured by Daya Bay in several years.”

The JINR group has been taking part in the Daya Bay experiment since the very beginning of the project before the collaboration was organized. During almost 20 years of their participation in the project, scientists from Dubna have made a significant contribution to the experiment from the production of the wavelength shifter for the liquid scintillator to the data analysis. Over this time, JINR physicists defended two doctoral and one candidate dissertations, and almost 10 graduation theses, all based on the work performed for the Daya Bay experiment.

“Four groups of researchers from different institutions and countries have been working on the final results of the oscillation analysis which were presented at the Neutrino 2022 conference,” said Dr. Maxim Gonchar, leader of the JINR group in Daya Bay. “One of the groups is the group from Dubna. Neutrino events were selected by Dmitry Dolzhikov, an MSU postgraduate, while the oscillation analysis was performed by Konstantin Treskov who is planning to write his candidate dissertation based on this work.”

Maxim Gonchar added: “Now, we are also searching for the hypothetical sterile neutrino state. The analysis is performed by Vitalii Zavadskyi. The collaboration assigned the development of the long-term Daya Bay data preservation to the Dubna group.”

“The participation in the Daya Bay experiment allowed us to gain unique experience. The results of the experiment far exceeded our expectations — we have made the important discovery of the non-zero value of θ₁₃ and observed the three-neutrino oscillations. This result was awarded by the largest prize in science: the Breakthrough in Fundamental Physics 2016,” concluded the head of the JINR Neutrino Programme Dmitry Naumov.

The Daya Bay collaboration has 237 participants at 42 institutions in Asia, Europe, and North America.



Daya Bay’s far cavern detectors after water drain



LoE nuAvg SYSU iwsCut

Ratio of the observable antineutrino spectrum to the expectation assuming the oscillation absence as a function of L/E (ratio of distance to energy). Data of both near caverns (EH1, EH2) and of the far one (EH3) are marked. The curve is the best fit assuming the three-flavor oscillation model



dm32 v7b NO latest dayabay


Daya Bay’s mass splitting measurement compared to recent results of other experiments



theta13 v6b latest future dayabay


Daya Bay’s final measurement compared to recent results of other experiments