Stellar-mass black holes, born from the core collapse of a massive star (a process first described by Subrahmanyan Chandrasekhar), remain among the most mysterious objects in the Universe. In binary systems, where the black hole is surrounded by a hydrogen accretion disk fed by matter from a companion star, gravitational energy is released during outbursts, heating matter to millions of degrees and emitting powerful X-rays. Such systems serve as natural laboratories for studying strong gravity, predicted by Karl Schwarzschild in his solution to Einstein's equations. A special role in these studies is played by quasi-periodic oscillations (QPOs)—rapid brightness fluctuations that may reflect the motion of matter near the last stable orbit, where effects of time dilation and relativistic broadening of spectral lines become important, and velocities approach those of light. Understanding the nature of QPOs and the slower 'heartbeats' is essential for a complete picture of accretion near the Eddington limit.
The key instrument was the NICER telescope, originally designed to study neutron stars (first discovered as radio pulsars by Jocelyn Bell Burnell)—it boasts record time resolution (~300 ns) and high sensitivity in the soft X-ray range (0.2–12 keV), making it ideal for hunting fast oscillations. Unlike classical Fourier methods, spectroscopy with time resolution and modern time-frequency approaches were used: wavelet transforms to isolate non-stationary QPOs, and the Hilbert–Huang Transform (HHT) to track modulation phase without assuming strict periodicity. Wavelet analysis separated intervals with QPOs from those without, and X-ray spectra in the 2–10 keV band were built for each regime. Spectral modeling with a 'multicolor disk' and a 'Comptonizing corona' yielded estimates of the inner disk temperature and apparent radius. For the millihertz modulation, the oscillation phase extracted via HHT was assigned to each photon, producing spectra for ten cycle phases, akin to frame-by-frame imaging.
As the outburst rose, the QPO frequency monotonically increased from ~0.24 Hz to ~3.43 Hz, while the X-ray spectrum softened—a typical behavior for black holes in hard and intermediate states. Wavelet separation revealed a clear spectral asymmetry: in intervals with oscillations, the inner disk temperature Tin was 1.1–1.4 times higher, and the normalization parameter Ndiskbb (proportional to the square of the apparent inner radius) was several times lower than in quiet periods. For example, in one observation Tin rose from 0.48 keV to 0.87 keV, while the normalization dropped from ~848 to ~85. This means that QPO occurrences are accompanied by a 'squeezing' and heating of the inner accretion disk edge, whereas the corona's power-law slope changed little. Near the brightness peak (~600 X-ray counts per second), a faint modulation with frequency ~0.07 Hz (period ~14 s) and amplitude only ~4.7% was detected—more than twice lower than the classic 2023 'heartbeat'. Phase-resolved HHT spectroscopy showed that, just like in 2023, the disk temperature oscillates in phase with the flux (Pearson correlation r=0.88, p=0.0009), the normalization is in antiphase (r=−0.73, p=0.02), and the corona parameters barely change. Thus, even the modest 2025 modulation is driven by the same disk mechanisms as a full-fledged 'heartbeat'.
The discovered link between QPOs and disk parameter changes strengthens models in which oscillations are driven by instabilities or geometric variations (e.g., Lense–Thirring precession) in the inner accretion flow. The fact that wavelet analysis picks out 'hot' and 'compact' QPO intervals suggests these oscillations are not mere noise but reflect restructuring of the flow on scales of a few gravitational radii. The faint millihertz modulation with similar phase dynamics of disk temperature likely represents the same type of entropy or radiation-dominated instability as classic 'heartbeats', but in a regime where only part of the disk participates in cyclical changes. This contributes to solving the long-standing problem of the origin of relativistic oscillations and opens a path to calibrating accretion models against observational data.
Further progress is expected with the launch of the Athena observatory (an X-ray interferometer) and the development of polarimetry methods, which will allow direct measurement of the geometry of the accretion flow and coronal region. Already, combining NICER with other instruments like NuSTAR (hard X-rays) and the future Chinese Einstein Probe telescope will enable the construction of broadband spectra and more accurate separation of disk and Comptonization components. Theoretical work on the nonlinear dynamics of accretion disks, accounting for magnetic fields and radiation, will help reproduce observed patterns of 'heartbeats' and QPOs, and long-term monitoring of many transients may reveal universal patterns in the critical behavior of accretion flows near the Eddington limit.
Understanding the physics of QPOs and millihertz modulations is important for all areas of compact object astrophysics—from neutron stars and pulsars (discovered by Jocelyn Bell Burnell) to supermassive black holes in galactic nuclei and gravitational wave sources. The developed methods of phase-resolved spectroscopy can be applied to data from any X-ray satellite, and the uncovered patterns will help test theories of gravity in the strong field.
Next steps include expanding the sample of black holes with detected 'heartbeats' to understand which system parameters (accretion rate, magnetic field, black hole spin) determine the instability threshold. It is also planned to conduct similar HHT analysis for other sources with non-stationary QPOs, such as MAXI J1535-571 and GRS 1915+105, to test the universality of the discovered link between oscillations and disk parameters.
The study directly addresses several fundamental problems: the nature of entropy and viscous dissipation in accretion disks, the mechanism triggering large-scale instabilities (thermal and radiation), the formation and evolution of the corona, and reliable measurement of black hole spin from QPO spectral characteristics. The results emphasize that the key to these mysteries lies in the synergy of high-precision timing and spectroscopy.
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What the work does
The study used NICER data to investigate quasi-periodic oscillations (QPOs) and millihertz modulation in the X-ray binary 4U 1630−47 during its 2025 outburst. Wavelet transform and Hilbert–Huang transform were applied to extract non-stationary oscillations and for phase-resolved spectroscopy. A connection was found between the QPO and the heating and size changes of the inner accretion disk, rather than with its overall luminosity.
Where its strength is
The phase-resolved spectroscopy method, which assigns a phase to each photon, allows a direct link between observed oscillations and physical disk parameters, paving the way for testing accretion models near the black hole.
Where it could go next
Worth trying
Why this may matter
Understanding the nature of QPOs and their connection to the physical parameters of the accretion disk is important for diagnosing strong gravity and accretion processes near stellar-mass black holes, as well as for interpreting similar phenomena in active galactic nuclei.
Nearby works in our archive
The closest work in the archive sits at 0.68 by meaning — the usual level for our corpus.
The term 'heartbeat' to describe accretion oscillations was first used in 2011 for the famous source GRS 1915+105, whose pulsations indeed resemble a cardiogram. The NICER telescope, mounted on the International Space Station, was originally conceived for precise measurements of neutron star sizes, but its unique time resolution made it an ideal tool for 'listening' to the X-ray pulse of black holes.
The image of a black hole's 'heartbeat' evokes science fiction: in Stanisław Lem's novel 'Solaris', the ocean of a living planet displays quasi-rhythmic activity, and in the film 'Interstellar', Gargantua's accretion disk pulsates under tidal forces. The real millihertz modulation, though faint, makes the black hole resemble a quietly beating cosmic heart.