Our ΛCDM cosmological model, relying on dark energy and dark matter, has achieved high precision thanks to observations of the cosmic microwave background (Planck, ACT) and large-scale structure. However, famous tensions persist: disagreement in the Hubble constant and the S8 clustering parameter. This motivates searches for new, independent methods to test foundational assumptions, including the geometry of space. Curvature is a fundamental property that determines the fate of the Universe: whether it will expand forever or collapse. Measuring curvature is one way to reveal hidden systematics and potentially point to new physics beyond the standard model.
Researchers used the Fisher matrix method—a statistical tool that predicts measurement uncertainties for instruments not yet built. They simulated a population of intermediate-mass black holes (IMBBH) with masses like the record-holder GW231123 (about 140 and 100 solar masses), and neutron stars. For each system, gravitational-wave signals were computed for Cosmic Explorer (two copies) and Einstein Telescope, as well as the space-based LISA and lunar LGWA antennas. Uncertainties in luminosity distance were then translated into constraints on cosmological parameters, including $Ω_k$, within non-flat ΛCDM, whose foundations were laid by Georges Lemaître. All events were assumed to have electromagnetic 'partners'—'bright sirens'—providing precise redshifts.
At a pragmatic IMBBH merger rate of about 74 events per year, the 2CE+ET network will measure the Hubble constant to 0.69% precision, the matter density $Ω_m$ to 9.76%, and the key curvature parameter $Ω_k$ with an uncertainty of 0.029 (1σ). This is several times better than 'bright sirens' from neutron stars (uncertainty 0.055), but still falls short of the Planck plus baryon oscillation data combination (0.0019). Multi-band observations adding LISA or LGWA improve accuracy only slightly—due to the small number of events with sufficient signal in space antennas. However, LGWA reduces the sky localization area by an order of magnitude, which is crucial for finding electromagnetic counterparts to distant black holes.
The resulting constraints form an independent probe of the Universe’s geometry, with systematic errors orthogonal to traditional methods. If future gravitational wave measurements show a deviation of $Ω_k$ from zero, that would be a strong signal to revise the standard model. Particularly valuable is that the main contribution comes from nearby (z<2) and loud (signal-to-noise ratio >200) events, where identifying host galaxies is easier. Thus, 'bright sirens' from active galactic nuclei could become a gravitational ruler to test the flatness of the cosmos, an idea first proposed by Edwin Hubble.
In future, the method can be extended to more complex models of dark energy (e.g., wCDM) and incorporate additional detectors such as LIGO-India, Chinese space projects TianQin or Taiji. Joint analysis with galaxy catalogs for 'dark sirens' and accounting for weak lensing, which can be significant at high redshifts, is of particular interest.
This work paves the way for cosmology based on mergers of massive black holes, stimulating the development of multi-frequency gravitational-wave astronomy and techniques for identifying electromagnetic transients in galactic nuclei.
It is necessary to refine the population properties of IMBBH, including merger rates and the mechanisms that produce electromagnetic flares, and to develop methods to mitigate systematics related to detector calibration and gravitational waveform models.
Measuring curvature is directly tied to the cosmological constant problem and the nature of dark energy: in a flat Universe, an equation of state w = -1 exactly reproduces acceleration, whereas in a curved one deviations are possible. The black holes themselves, predicted by Schwarzschild, serve as ideal sources of gravitational waves for such tests. Moreover, an independent determination of Ω_k helps resolve discrepancies in matter clustering and refine the history of expansion.
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What the work does
The study assesses the prospects for measuring spatial curvature Ωk using 'bright sirens'—mergers of intermediate-mass black holes detected by a next-generation detector network (2CE+ET). Using Fisher matrices, the authors forecast an uncertainty in Ωk of about 0.029, based on the expected number of events and electromagnetic counterparts. The contribution of space-based antennas LISA and LGWA to improving precision and localization is also considered.
Where its strength is
The strength of the work lies in providing a concrete quantitative forecast for a new independent probe of the Universe's geometry, grounded in realistic characteristics of future detectors and the population of recently discovered massive mergers. This lays a foundation for planning observational strategies and comparing with traditional methods.
Where it could go next
Worth trying
Why this may matter
If future gravitational-wave measurements of curvature achieve the claimed precision, this would constitute an important independent test of fundamental cosmological assumptions, potentially shedding light on known tensions in cosmological parameters.
Nearby works in our archive
The archive is crowded around this work: 9 reviews nearby, closest at 0.70. This ground is well walked — and there is plenty to compare against.
GW231123 is the most massive black hole pair recorded in gravitational waves, with a total mass of 236 Suns. This event opened a new 'weight class'—intermediate-mass black holes, long considered hypothetical.
In science fiction, curved space often acts as a portal to other dimensions, as in the film Interstellar or Vernor Vinge's novels. In reality, measuring the global curvature of the Universe tells us about its ultimate fate: eternal expansion, halt, or collapse.