New Analysis of 2,884 Exploding Stars Suggests Dark Energy Might Not Be Constant
Astronomy

New Analysis of 2,884 Exploding Stars Suggests Dark Energy Might Not Be Constant

A massive new analysis of 2,884 exploding stars spanning three decades is challenging current scientific models regarding the nature of dark energy.

By Aisha Ahmed
Published:
Email this Article
Galaxies

Nearly thirty years after the discovery that the universe’s expansion is accelerating, astronomers are revisiting the fundamental nature of the force behind this phenomenon. New research, led by scientists at the University of Queensland, has compiled the most extensive and uniform catalog of Type Ia supernovae to date, suggesting that dark energy might not be the static, unchanging force long assumed by the standard cosmological model.

The new dataset, dubbed Unite, synthesizes observations of 2,884 white dwarf explosions captured over three decades. By standardizing these events into a single, cohesive framework, the team aimed to eliminate the statistical noise and calibration biases that often arise when combining data from different telescopes and historical surveys.

Hubble diagram of the Unite sample containing 2884 likely SN Ia. The number of SNe as a function of redshift is overlaid on the upper panel. The difference between the data (single events and redshift-binned SN) and best fit Flat-ΛCDM model from Unite alone is shown in the lower panel.
Hubble diagram of the Unite sample containing 2884 likely SN Ia. The number of SNe as a function of redshift is overlaid on the upper panel. The difference between the data (single events and redshift-binned SN) and best fit Flat-ΛCDM model from Unite alone is shown in the lower panel. (CREDIT: Ryan Camilleri et al, arXiv)

Type Ia supernovae have long served as “standard candles” in astronomy due to their predictable peak luminosity, which allows researchers to map distances across the cosmos. In the standard Lambda cold dark matter (ΛCDM) model, dark energy is defined by the cosmological constant—a value that remains fixed as the universe expands. However, when the Unite team integrated their supernova measurements with data from baryon acoustic oscillations (BAO) and the cosmic microwave background (CMB), the standard model became less convincing.

“We’ve rebuilt three decades of astronomical observations into a single, consistent framework,” explained Ryan Camilleri, a Ph.D. candidate at the University of Queensland and lead author of the study.

Refining the cosmic measuring stick

The creation of the Unite catalog required more than simply aggregating existing records. The researchers re-evaluated light curves and updated host galaxy stellar masses for over 98% of the sample. They also applied corrections for gravitational lensing—a process where intervening matter distorts light from distant explosions—which reduced scatter in the Hubble diagram by approximately 5% for supernovae at higher redshifts.

A comparison of the Unite and Dovekie derived magnitude zero-point offsets for common surveys, showing the offsets applied to the survey-specific photometric bands. The mean uncertainty in the Unite estimated zero point offsets is shown for reference.
A comparison of the Unite and Dovekie derived magnitude zero-point offsets for common surveys, showing the offsets applied to the survey-specific photometric bands. The mean uncertainty in the Unite estimated zero point offsets is shown for reference. (CREDIT: Ryan Camilleri et al, arXiv)

When the team tested this refined dataset against various cosmological models, they found that the data shifted away from the standard prediction. In a model where dark energy’s behavior is allowed to evolve, the combined measurements from Unite, BAO, and the CMB produced tighter constraints on the dark energy equation-of-state parameters than previous studies. The resulting values hinted at a dynamic, time-evolving form of dark energy rather than a constant one.

A measured approach to new findings

Despite these compelling results, the team emphasizes that the evidence does not yet constitute a definitive discovery. In physics, a 5-sigma significance level is the traditional gold standard for confirming a new finding, and the current analysis shows a preference for evolving dark energy at approximately 3.1 to 3.3 sigma.

The posteriors for the various constraints on Ωm in the Flat-ΛCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink).
The posteriors for the various constraints on Ωm in the Flat-ΛCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink). (CREDIT: Ryan Camilleri et al, arXiv)

Bayesian model comparison provided only weak support for an evolving model, and the researchers caution that systematic uncertainties—such as varying calibration methods across different surveys—remain a significant factor. While the results are consistent with other major datasets, they represent an ongoing challenge to the standard ΛCDM model rather than its replacement.

Constraints on the ΛCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink).
Constraints on the ΛCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink). (CREDIT: Ryan Camilleri et al, arXiv)

Looking ahead, upcoming programs like the Dark Energy Bedrock All-Sky Supernova program are expected to bolster the low-redshift data, providing a more robust foundation for future analyses. For now, the Unite compilation stands as a significant step in mapping the behavior of dark energy, ensuring that if it truly is changing, astronomers will be ready to measure the shift.

Constraints on the Flat-wCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink). We also show the CMB only (orange), DES-Dovekie (light grey), and BAO only constraints for comparison.
Constraints on the Flat-wCDM model from Unite only (blue), from Unite combined with BAO (cyan), from Unite combined with CMB (purple), and Unite combined with all external probes (pink). We also show the CMB only (orange), DES-Dovekie (light grey), and BAO only constraints for comparison. (CREDIT: Ryan Camilleri et al, arXiv)

Key Research Resources

Fact Checked

This article has been fact checked for accuracy, with information verified against reputable sources. Learn more about us and our editorial process.

Last reviewed on .

Article history

  • Latest version

Reference(s)

  1. <https://www.uq.edu.au/>.
  2. Brout, Dillon. “The Pantheon+ Analysis: Cosmological Constraints.” arXiv.org, doi: 10.3847/1538-4357/ac8e04. <https://arxiv.org/abs/2202.04077>.
  3. Collaboration, DES. “The Dark Energy Survey: Cosmology Results With ~1500 New High-redshift Type Ia Supernovae Using The Full 5-year Dataset.” arXiv.org <https://arxiv.org/abs/2401.02929>.
  4. Collaboration, DESI. “DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations.” arXiv.org, doi: 10.1088/1475-7516/2025/02/021. <https://arxiv.org/abs/2404.03002>.
  5. Collaboration, DESI. “DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints.” arXiv.org, doi: 10.1103/tr6y-kpc6. <https://arxiv.org/abs/2503.14738>.
  6. Rubin, David., et al. “Union through UNITY: Cosmology with 2000 SNe Using a Unified Bayesian Framework.” The Astrophysical Journal, vol. 986, no. 2, June 20, 2025, pp. 231 American Astronomical Society, doi: 10.3847/1538-4357/adc0a5. <https://doi.org/10.3847/1538-4357/adc0a5>.

Cite this page:

Ahmed, Aisha. “New Analysis of 2,884 Exploding Stars Suggests Dark Energy Might Not Be Constant.” BioScience. BioScience ISSN 2521-5760, 15 September 2026. <https://www.bioscience.com.pk/en/subject/astronomy/2-884-exploding-stars-deepen-the-mystery-of-dark-energy>. Ahmed, A. (2026, September 15). “New Analysis of 2,884 Exploding Stars Suggests Dark Energy Might Not Be Constant.” BioScience. ISSN 2521-5760. Retrieved September 15, 2026 from https://www.bioscience.com.pk/en/subject/astronomy/2-884-exploding-stars-deepen-the-mystery-of-dark-energy Ahmed, Aisha. “New Analysis of 2,884 Exploding Stars Suggests Dark Energy Might Not Be Constant.” BioScience. ISSN 2521-5760. https://www.bioscience.com.pk/en/subject/astronomy/2-884-exploding-stars-deepen-the-mystery-of-dark-energy (accessed September 15, 2026).
End of the article