
Using advanced mathematics, scientists have uncovered a complex and beautiful frequency pattern in the vibrations of black holes, offering a powerful new way to understand what they sound like when they collide or ripple through spacetime.
Black holes represent some of the most extreme and mysterious regions in the universe. These objects exert such intense gravitational pull that they can dramatically bend both space and time. When a black hole is disturbed, such as during a collision, it begins to vibrate in a specific pattern known as quasinormal modes. These vibrations create ripples in the fabric of space-time, sending out gravitational waves that can be detected far from their source.
The Ringing of Space-Time
Gravitational waves from events like black hole mergers are powerful enough to reach Earth, allowing scientists to measure key properties of the black hole, including its mass and shape. However, accurately calculating these vibrations has remained a difficult challenge, especially for the weaker signals that fade quickly.
To overcome this, a team from Kyoto University explored a different strategy. They turned to a mathematical approach called the exact Wentzel-Kramers-Brillouin (or exact WKB) analysis. This method allowed them to closely track how waves travel outward from a black hole. Although the technique has been studied in mathematics for some time, its use in physics—and particularly in black hole research—is still relatively new.

Complex Numbers and Black Hole Geometry
“The foundations of the exact WKB method were largely developed by Japanese mathematicians. As a researcher from Japan, I have always found this field intellectually and culturally familiar,” says corresponding author Taiga Miyachi.
This approach gave the team the ability to follow wave behavior with high precision, even in regions that are typically too difficult to study using other methods. By extending the geometry of space near the black hole into the complex number domain, they uncovered intricate structures within the black hole’s surroundings.
The Overlooked Patterns in the Math
This included a mathematical phenomenon called Stokes curves, which designate where the nature of a wave suddenly changes. While previous studies have often overlooked the infinitely spiraling Stokes curves and paths that branch off from black holes, the research team incorporated these complex features into their analysis.
The findings revealed that the team had succeeded in developing a method that systematically and precisely captures the frequency structure of rapidly weakening vibrations. This demonstrates the power of the exact WKB method as a practical tool for bridging theoretical predictions with observational data.
Beauty in the Chaos
“We were surprised at how complex and beautiful the underlying structure of these vibrations turned out to be. We found spiraling patterns in our mathematical analysis that had been missed before, and these turned out to be key in understanding the full picture of quasinormal modes,” says Miyachi.
This study makes it possible to analyze the “ringing sounds” of black holes across a wide range of theoretical models. Ultimately, this may help improve the precision of future gravitational wave observations and lead to a deeper, more reliable understanding of the true nature of our Universe and its geometry.
What Comes Next
Looking ahead, the research team plans to extend their approach to rotating black holes and to explore the application of exact WKB analysis in studies related to quantum gravity effects.
Reference: “Path to an exact WKB analysis of black hole quasinormal modes” by Taiga Miyachi, Ryo Namba, Hidetoshi Omiya and Naritaka Oshita, 24 June 2025, Physical Review D.
DOI: 10.1103/1gmr-9f1g
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