A new era of fine structure constant measurements at high redshift
Dinko Milakovi\'c, Chung-Chi Lee, Robert F. Carswell, John K. Webb,, Paolo Molaro, Luca Pasquini

TL;DR
This paper introduces advanced calibration, AI-driven spectral modeling, and component-specific measurements to improve the precision of high-redshift fine structure constant (α) measurements, finding no significant variation across observed scales.
Contribution
It presents a novel combination of laser frequency comb calibration, AI-based spectral analysis, and component-wise α measurement for more robust quasar absorption spectra analysis.
Findings
Achieved six times smaller wavelength calibration residuals with LFC.
Collected 40 new α measurements constraining spatial fluctuations.
Found no significant variation in α, with Δα/α = -0.27 ± 2.41 × 10^{-6}.
Abstract
New observations of the quasar HE05154414 have been made using the HARPS spectrograph on the ESO 3.6m telescope, aided by the Laser Frequency Comb (LFC). We present three important advances for measurements in quasar absorption spectra from these observations. Firstly, the data have been wavelength calibrated using LFC and ThAr methods. The LFC wavelength calibration residuals are six times smaller than when using the standard ThAr calibration. We give a direct comparison between measurements made using the two methods. Secondly, spectral modelling was performed using Artificial Intelligence (fully automated, all human bias eliminated), including a temperature parameter for each absorption component. Thirdly, in contrast to previous work, additional model parameters were assigned to measure for each individual absorption component. The increase in…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
