{"id":874691,"date":"2026-10-08T03:36:10","date_gmt":"2026-10-08T03:36:10","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/874691\/"},"modified":"2026-10-08T03:36:10","modified_gmt":"2026-10-08T03:36:10","slug":"a-thorium-229-optical-nuclear-clock-with-feedback-loop","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/874691\/","title":{"rendered":"A thorium-229 optical nuclear clock with feedback loop"},"content":{"rendered":"<p>Laser set-up<\/p>\n<p>In the 229Th interrogation system, a commercial laser (FHG-TA Pro, TOPTICA) provides an output power of approximately 500\u2009mW at a wavelength of 296.8\u2009nm, frequency-quadrupled in two doubling stages and one amplification stage from a diode seed laser at 1,187\u2009nm. The final second-harmonic-generation process is based on nonlinear frequency conversion in an SBO crystal kept under a high-purity N2 atmosphere (purity 5.0). Fundamental radiation still present in the beam after the final second-harmonic-generation step is separated using three dielectric-coated mirrors. For the absorption measurements, we used a head-on type PMT (R6835, Hamamatsu) mounted inside the vacuum chamber and operated at 2.5\u2009kV. We used the same segment of the X2 sample<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 60\" title=\"Beeks, K. The Nuclear Excitation of Thorium-229 in the CaF2 Environment: Development of a Crystalline Nuclear Clock. PhD thesis, TU Wien &#010;                https:\/\/doi.org\/10.34726\/hss.2022.99008&#010;                &#010;               (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR60\" id=\"ref-link-section-d79199954e3184\" rel=\"nofollow noopener\" target=\"_blank\">60<\/a> as in ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 7\" title=\"Morawetz, I. et al. Continuous-wave laser absorption spectroscopy of the thorium-229 nucleus. Nature 657, 626&#x2013;631 &#010;                https:\/\/doi.org\/10.1038\/s41586-026-11011-7&#010;                &#010;               (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR7\" id=\"ref-link-section-d79199954e3188\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>. The segment in use has a cylindrical geometry with a diameter of 3.1(1)\u2009mm and a length of 4.2(1)\u2009mm and was oriented such that the beam traversed along the centre line of the piece. The measured average concentration of 229Th in the segment was 6.6(5)\u00a0\u00d7\u00a01015\u2009mm\u22123.<\/p>\n<p>The seed laser of the FHG-TA was locked to the clock laser (CLS, TOPTICA) through an offset frequency phase lock. A fast photodiode with a bandwidth of 10\u2009GHz measured the beat frequency between the two lasers, which was then mixed with a reference frequency. The fast loop of this lock actuated on the seed laser diode current, and the slow loop was used to steer the grating of the laser diode. The laser was scanned by modulating the reference frequency.<\/p>\n<p>Like the actuators of the offset lock, the Pound\u2013Drever\u2013Hall lock of the clock laser to the cavity was also configured such that the fast feedback loop actuated on the laser diode current, whereas the slow feedback signal of the Pound\u2013Drever\u2013Hall scheme controlled the position of the grating for optical feedback to the laser diode.<\/p>\n<p>For clock comparison measurements and drift rate measurements of the cavity, the beat frequency fb of the clock laser with the frequency comb (FC1500-250-ULN, Menlo) was recorded using a dead-time-free frequency counter (K+K FXE) operated in \u03a0-type counting mode<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 61\" title=\"Rubiola, E. On the measurement of frequency and of its sample variance with high-resolution counters. Rev. Sci. Instrum. 76, 054703 &#010;                https:\/\/doi.org\/10.1063\/1.1898203&#010;                &#010;               (2005).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR61\" id=\"ref-link-section-d79199954e3212\" rel=\"nofollow noopener\" target=\"_blank\">61<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 62\" title=\"Dawkins, S. T., McFerran, J. J. &amp; Luiten, A. N. Considerations on the measurement of the stability of oscillators with frequency counters. IEEE Trans. Ultrason. Ferroelectr. Freq. Control 54, 918&#x2013;925 (2007).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR62\" id=\"ref-link-section-d79199954e3215\" rel=\"nofollow noopener\" target=\"_blank\">62<\/a> at a gate time of 1\u2009s. Our method of comparing the thorium clock at TU Wien with the Yb+ clock (TOPTICLOCK, TOPTICA)<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 63\" title=\"Stuhler, J. et al. Industrial 171Yb+ single-ion optical clock with systematic uncertainty below 2&#xA0;&#xD7;&#xA0;10&#x2212;17. In Proc. Quantum Sensing, Imaging, and Precision Metrology IV, Vol. 13920 (ed. Shahriar, S. M.) 1392009 &#010;                https:\/\/doi.org\/10.1117\/12.3101264&#010;                &#010;               (SPIE, 2026).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR63\" id=\"ref-link-section-d79199954e3221\" rel=\"nofollow noopener\" target=\"_blank\">63<\/a> at BEV follows the scheme described in ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 7\" title=\"Morawetz, I. et al. Continuous-wave laser absorption spectroscopy of the thorium-229 nucleus. Nature 657, 626&#x2013;631 &#010;                https:\/\/doi.org\/10.1038\/s41586-026-11011-7&#010;                &#010;               (2026).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR7\" id=\"ref-link-section-d79199954e3225\" rel=\"nofollow noopener\" target=\"_blank\">7<\/a>. The Yb+ clock was based on the 435.5-nm E2 transition of a single 171Yb ion.<\/p>\n<p>All frequency synthesizers and counters in the 229Th clock system and the frequency comb were referenced to the 10-MHz signal of a commercial Rb clock (FS725, SRS).<\/p>\n<p>To perform an absorption measurement at a specific frequency, we modulated (square wave) the offset lock frequency between the seed laser diode and the clock laser with 10\u2009Hz between the target frequency and an off-resonance frequency. Each modulation cycle was also reflected in a synchronization signal connected to a time-resolved pulse counter (TimeTagger Ultra, Swabian Instruments). The modulation ensured that power fluctuations in the laser output did not affect the measurement. The detection set-up consists of a PMT, a radiofrequency amplifier and the pulse counter, which binned the arriving pulses from the PMT relative to the last synchronization edge. The absorption was then calculated by subtracting the on-resonance counts from the off-resonance counts and dividing by the off-resonance counts.<\/p>\n<p>Clock operation<\/p>\n<p>To operate the set-up as a clock, we first acquired a single absorption spectrum, as shown in Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">2a<\/a>. We observed that a Lorentzian line shape fits our absorption measurement data well. We then measured the expected error signal (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">2b<\/a>). To measure an error signal, we modulated the offset lock frequency with 10\u2009Hz between two frequencies flow and fhigh. The difference \u0394f\u00a0=\u00a0fhigh\u00a0\u2212\u00a0flow was kept constant during the measurement, and only the centre was swept across the resonance. In our measurements, we used a frequency deviation \u0394f of \\({f}_{{\\rm{FWHM}}}\/\\sqrt{3}\\), with fFWHM describing the FWHM of the measured absorption peak (Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">2a<\/a>). We fitted this signal with the function <\/p>\n<p>$${y}_{{\\rm{f}}{\\rm{i}}{\\rm{t}}}(f)=\\frac{{A}_{{\\rm{L}}}}{1+{\\left(\\frac{f+\\Delta f\/2}{\\gamma }\\right)}^{2}}-\\frac{{A}_{{\\rm{L}}}}{1+{\\left(\\frac{f-\\Delta f\/2}{\\gamma }\\right)}^{2}},$$<\/p>\n<p>where AL\u00a0is the amplitude and\u00a0\u03b3 is the half width at half maximum of the Lorentzian.\u00a0For the clock operation, the laser frequency was again switched between two frequencies while we adjusted the centre position with the feedback. For both frequency positions, the counts clow,i and chigh,i were recorded, where i is the measurement index for averaging the signal. The applied error signal E can be calculated as <\/p>\n<p>$$E(c)={y}_{{\\rm{fit}}}^{-1}\\left(\\frac{1}{L}\\mathop{\\sum }\\limits_{i=1}^{L}\\frac{{c}_{{\\rm{high}},i}-{c}_{{\\rm{low}},i}}{({c}_{{\\rm{high}},i}+{c}_{{\\rm{low}},i})\/2}\\right),$$<\/p>\n<p>with the number of cycles L and the inverse fit function \\({y}_{{\\rm{fit}}}^{-1}(c)\\). Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig6\" rel=\"nofollow noopener\" target=\"_blank\">2c<\/a> illustrates an adjustment step inferred by the calculation of E. With the integration times set in the clock operation, the beat was shifted after every interrogation cycle by the calculated value E, as shown in Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig5\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>.<\/p>\n<p>Variation of the fundamental constants<\/p>\n<p>The variation of \u03b1(t) relates to the variation of the ratio of the 229Th and ytterbium clock frequencies through: \\(({k}_{\\mathrm{Th}}^{\\alpha }-{k}_{\\mathrm{Yb}}^{\\alpha })\\times {\\partial }_{t}\\,\\log \\,\\alpha (t)\\,=\\) \\({\\partial }_{t}\\,\\log ({f}_{\\mathrm{Th}}\/{f}_{\\mathrm{Yb}})\\). Here \\({k}_{{\\rm{Th}}}^{\\alpha }\\) and \\({k}_{{\\rm{Yb}}}^{\\alpha }\\) are sensitivity factors that describe how much the respective transition frequency depends on \u03b1. The log-derivative directly corresponds to the measured infrared beat frequency fb through \\({\\partial }_{t}\\log ({f}_{\\mathrm{Th}}\/{f}_{\\mathrm{Yb}})=8({\\partial }_{t}\\,{f}_{{\\rm{b}}})\/{f}_{0}\\), where the factor of 8 originates from the three frequency-doubling steps<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 64\" title=\"Karshenboim, S. G., Flambaum, V. &amp; Peik, E. Atomic clocks and constraints on variations of fundamental constants. In Springer Handbook of Atomic, Molecular, and Optical Physics (ed. Drake, G. W. F.) 449&#x2013;459 &#010;                https:\/\/doi.org\/10.1007\/978-3-030-73893-8_30&#010;                &#010;               (Springer International Publishing, 2023).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR64\" id=\"ref-link-section-d79199954e4105\" rel=\"nofollow noopener\" target=\"_blank\">64<\/a>.<\/p>\n<p>The anomalously low energy of the 229Th nuclear transition arises from a coincidental near-cancellation of the mega-electronvolt-scale strong force and Coulomb contributions to the binding energies of the nuclear states involved<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 15\" title=\"Beeks, K. et al. Fine-structure constant sensitivity of the Th-229 nuclear clock transition. Nat. Commun. 16, 9147 &#010;                https:\/\/doi.org\/10.1038\/s41467-025-64191-7&#010;                &#010;               (2025).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR15\" id=\"ref-link-section-d79199954e4114\" rel=\"nofollow noopener\" target=\"_blank\">15<\/a>. We, therefore, expect that \\({k}_{\\mathrm{Th}}^{\\alpha }\\approx {k}_{\\mathrm{Th}}^{{\\rm{g}}}\\approx {k}_{\\mathrm{Th}}^{{m}_{q}}\\), where \\({k}_{{\\rm{Th}}}^{g}\\) and \\({k}_{{\\rm{Th}}}^{{m}_{q}}\\) are the sensitivity constants that relate between the log-derivatives of the frequency ratio and \u039bQCD and mq, respectively. They by far dominate the sensitivity of the Yb+ reference for which the corresponding sensitivities are approximately 1 (ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 59\" title=\"Dzuba, V. A., Flambaum, V. V. &amp; Marchenko, M. V. Relativistic effects in Sr, Dy, Yb II, and Yb III and search for variation of the fine-structure constant. Phys. Rev. A 68, 022506 &#010;                https:\/\/doi.org\/10.1103\/PhysRevA.68.022506&#010;                &#010;               (2003).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR59\" id=\"ref-link-section-d79199954e4252\" rel=\"nofollow noopener\" target=\"_blank\">59<\/a>). We determined the amplitude of possible oscillations in the experimental data by computing the Lomb\u2013Scargle power spectrum Pf of the beat signal translated into the VUV. It corresponds to an oscillation amplitude Af through \\({A}_{{\\rm{f}}}=\\sqrt{4{P}_{{\\rm{f}}}\/{N}_{\\mathrm{tot}}}\/{f}_{0}\\), where Ntot is the number of data points<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 65\" title=\"Scargle, J. D. Studies in astronomical time series analysis. II. Statistical aspects of spectral analysis of unevenly spaced data. Astrophys. J. 263, 835&#x2013;853 &#010;                https:\/\/doi.org\/10.1086\/160554&#010;                &#010;               (1982).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR65\" id=\"ref-link-section-d79199954e4322\" rel=\"nofollow noopener\" target=\"_blank\">65<\/a>.<\/p>\n<p>Various theories suggest that dark matter could consist of yet undiscovered ultralight scalar bosons<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 41\" title=\"Kimball, D. F. J. &amp; van Bibber, K. (eds) The Search for Ultralight Bosonic Dark Matter (Springer International Publishing, 2023).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR41\" id=\"ref-link-section-d79199954e4329\" rel=\"nofollow noopener\" target=\"_blank\">41<\/a>. Such bosons would interact only very weakly with other particles and their behaviour can be approximately described by a free field: \\(\\phi =\\frac{\\sqrt{2{(\\hbar c)}^{3}{\\rho }_{\\mathrm{DM}}}}{{m}_{\\phi }{c}^{2}}\\,\\cos \\left(\\frac{{m}_{\\phi }{c}^{2}}{\\hbar }t+{\\delta }\\right)\\). Here \u0127 is the reduced Planck constant, \u03c1DM\u00a0=\u00a00.4\u2009GeV\u2009cm\u22123 is the observed dark matter density in the Milky Way<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 41\" title=\"Kimball, D. F. J. &amp; van Bibber, K. (eds) The Search for Ultralight Bosonic Dark Matter (Springer International Publishing, 2023).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR41\" id=\"ref-link-section-d79199954e4450\" rel=\"nofollow noopener\" target=\"_blank\">41<\/a>, m\u03d5 is the unknown mass of the boson and \u03b4 is some unknown phase. The coupling of such particles to matter can be expressed through the following Lagrangian density<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 42\" title=\"Arvanitaki, A., Huang, J. &amp; Van Tilburg, K. Searching for dilaton dark matter with atomic clocks. Phys. Rev. D 91, 015015 &#010;                https:\/\/doi.org\/10.1103\/PhysRevD.91.015015&#010;                &#010;               (2015).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR42\" id=\"ref-link-section-d79199954e4463\" rel=\"nofollow noopener\" target=\"_blank\">42<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 56\" title=\"Kobayashi, T. et al. Search for ultralight dark matter from long-term frequency comparisons of optical and microwave atomic clocks. Phys. Rev. Lett. 129, 241301 &#010;                https:\/\/doi.org\/10.1103\/PhysRevLett.129.241301&#010;                &#010;               (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR56\" id=\"ref-link-section-d79199954e4466\" rel=\"nofollow noopener\" target=\"_blank\">56<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 66\" title=\"Damour, T. &amp; Donoghue, J. F. Equivalence principle violations and couplings of a light dilaton. Phys. Rev. D 82, 084033 &#010;                https:\/\/doi.org\/10.1103\/PhysRevD.82.084033&#010;                &#010;               (2010).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR66\" id=\"ref-link-section-d79199954e4469\" rel=\"nofollow noopener\" target=\"_blank\">66<\/a>:<\/p>\n<p>$${\\mathcal{L}}\\subset -\\kappa \\phi \\left[\\frac{{d}_{{\\rm{e}}}}{4{\\mu }_{0}}{F}_{\\mu \\nu }{F}^{\\mu \\nu }-\\frac{{d}_{{\\rm{g}}}\\,{\\beta }_{3}}{2{g}_{3}}{G}_{\\mu \\nu }^{a}{G}^{a\\mu \\nu }+\\sum _{q=u,d}({d}_{{m}_{q}}+{\\gamma }_{{m}_{q}}{d}_{{\\rm{g}}}){m}_{q}{c}^{2}{\\bar{\\psi }}_{q}{\\psi }_{q}\\right].$$<\/p>\n<p>Here we included only the terms that are relevant for this study. \u03d5 is the scalar field, F\u03bc\u03bd the electromagnetic field, \\({G}_{\\mu \\nu }^{a}\\) the gluon field and \u03c8q the quark field. \\(\\kappa =\\frac{\\sqrt{4{\\rm{\\pi }}}}{{M}_{\\mathrm{Pl}}{c}^{2}}\\), where MPl is the (unreduced) Planck mass. \u03bc0 is the vacuum permeability and \u03b23 is the QCD beta function that describes the running of the coupling constant g3. \\({\\gamma }_{{m}_{q}}{d}_{{\\rm{g}}}\\) describes the anomalous and mq the bare contribution to the quark mass. The first term leads to a modification of the electromagnetic coupling strength \u03b1\u00a0\u2192\u00a0\u03b1\u00a0+\u00a0\u03b1\u03bade\u03d5 (ref. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 66\" title=\"Damour, T. &amp; Donoghue, J. F. Equivalence principle violations and couplings of a light dilaton. Phys. Rev. D 82, 084033 &#010;                https:\/\/doi.org\/10.1103\/PhysRevD.82.084033&#010;                &#010;               (2010).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR66\" id=\"ref-link-section-d79199954e5021\" rel=\"nofollow noopener\" target=\"_blank\">66<\/a>). The amplitude of this oscillation is given by \\({{\\mathcal{A}}}_{{\\rm{f}}}=\\frac{\\alpha \\kappa {d}_{{\\rm{e}}}\\sqrt{2{(\\hbar c)}^{3}{\\rho }_{\\mathrm{DM}}}}{{m}_{\\phi }{c}^{2}}\\). Finally, using the Lomb\u2013Scargle power spectrum Pf of the VUV equivalent of the measured beat signal, we arrived at the following expression for the scalar-photon coupling strength: <\/p>\n<p>$${d}_{{\\rm{e}}}=\\sqrt{\\frac{{c}^{5}}{{\\hbar }^{3}}}\\frac{3{M}_{\\mathrm{Pl}}}{\\sqrt{8{\\rm{\\pi }}{\\rho }_{\\mathrm{DM}}}}\\frac{1}{{k}_{\\mathrm{Th}}^{\\alpha }\\,{f}_{0}}\\sqrt{\\frac{4{P}_{{\\rm{f}}}}{{N}_{\\mathrm{tot}}}}{m}_{\\phi }.$$<\/p>\n<p>Here we included a factor of 3 to account for possible stochastic fluctuations in the dark matter density<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 67\" title=\"Centers, G. P. et al. Stochastic fluctuations of bosonic dark matter. Nat. Commun. 12, 7321 &#010;                https:\/\/doi.org\/10.1038\/s41467-021-27632-7&#010;                &#010;               (2021).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR67\" id=\"ref-link-section-d79199954e5249\" rel=\"nofollow noopener\" target=\"_blank\">67<\/a>. The corresponding equations for \u039bQCD and mq follow completely analogously and differ only by the respective sensitivity factor.<\/p>\n<p>To evaluate the statistical significance of the amplitudes in the Lomb\u2013Scargle power spectrum, we performed Monte Carlo simulations of the clock feedback loop. For this, we took N\u00a0=\u00a0T\u00a0+\u00a01 random values from the Poissonian distribution to simulate the actual experimental cycle. where T is the integration time in seconds. This distribution follows from the SNR of the Lorentzian fit of the measured data at positions \\({f}_{\\mathrm{est}}\\pm \\mathrm{FWHM}\/2\\sqrt{3}\\). We then added white noise to these values with an amplitude that matched the noise we observed on the beat frequency. We then averaged these N values and used the error function to calculate a new estimate for fest, with which we repeated the procedure. We assumed a decrease in SNR for each subsequent random value to model the linear decrease in laser power that we experienced during the data taking. Extended Data Fig. <a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#Fig5\" rel=\"nofollow noopener\" target=\"_blank\">1a<\/a> shows that the simulated beat frequency has the same characteristics as the measured one. We further saw that the power spectrum and Allan deviation of the simulated data fitted well to the experiment values.<\/p>\n<p>For the experimental measurement acquired between 2 April 2026 (08:30:15\u2009UTC) and 3 April 2026 (07:04:15\u2009UTC), we extracted one beat-frequency value in each cycle to construct a sample of independent frequency ratios. The Lomb\u2013Scargle periodograms for both the experimental data and simulations were computed using the Astropy Python package<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 68\" title=\"Astropy Collaboration, Price-Whelan, A. M. &amp; Lim, P. L. et al. The Astropy project: sustaining and growing a community-oriented open-source project and the latest major release (v5.0) of the core package. Astrophys. J. &#010;                https:\/\/doi.org\/10.3847\/1538-4357\/ac7c74&#010;                &#010;               (2022).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR68\" id=\"ref-link-section-d79199954e5330\" rel=\"nofollow noopener\" target=\"_blank\">68<\/a> with the setting \u2018normalization\u00a0=\u00a0psd\u2019.<\/p>\n<p>To assess the statistical significance of peaks in the experimental periodogram and account for the look-elsewhere effect, we estimated a 5% detection threshold. When finding a peak above this threshold, the probability of it being a false detection is less than p0\u00a0=\u00a05%. Adopting the method of refs. <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 52\" title=\"Filzinger, M. et al. Improved limits on the coupling of ultralight bosonic dark matter to photons from optical atomic clock comparisons. Phys. Rev. Lett. 130, 253001 &#010;                https:\/\/doi.org\/10.1103\/PhysRevLett.130.253001&#010;                &#010;               (2023).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR52\" id=\"ref-link-section-d79199954e5341\" rel=\"nofollow noopener\" target=\"_blank\">52<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 65\" title=\"Scargle, J. D. Studies in astronomical time series analysis. II. Statistical aspects of spectral analysis of unevenly spaced data. Astrophys. J. 263, 835&#x2013;853 &#010;                https:\/\/doi.org\/10.1086\/160554&#010;                &#010;               (1982).\" href=\"http:\/\/www.nature.com\/articles\/s41586-026-11084-4#ref-CR65\" id=\"ref-link-section-d79199954e5344\" rel=\"nofollow noopener\" target=\"_blank\">65<\/a>, we performed 1,000 Monte Carlo simulations of the clock loop and computed the corresponding Lomb\u2013Scargle periodograms. Then, we fitted the histogram of the cumulative power at each frequency with an exponential cumulative distribution function of the form: \\(1-\\exp (-a({P}_{{\\rm{f}}}-{P}_{0}))\\). The fitting parameters, a and P0, allowed us to estimate the detection threshold Pf,th and the corresponding amplitude according to \\({P}_{{\\rm{f}},\\mathrm{th}}={P}_{0}-\\frac{1}{a}{\\rm{ln}}[1-{(1-{p}_{0})}^{1\/{n}_{\\mathrm{ind}}}]\\), where \\({n}_{\\mathrm{ind}}\\approx {t}_{\\mathrm{tot}}\/T\\approx \\)\u20093,800 is the number of independent frequencies. Here the estimated threshold fits well to the analytical solution for an exponential distribution, which is expected for white noise. We found no amplitudes exceeding the detection threshold, indicating the absence of DM oscillations in our measurements.<\/p>\n<p>The local 95% confidence level was determined using 1,000 Monte Carlo simulations. For each simulation, a random offset was added to the experimental beat frequency at each time step. The offset followed a Gaussian white noise distribution, with a standard deviation \u03c3\u00a0=\u00a01.34\u2009kHz, derived from the experimental beat frequency. The local 95% confidence level was then defined as the 95th percentile of the amplitude distribution at each frequency, allowing us to exclude, with 95% certainty, the presence of any oscillations with amplitudes exceeding this limit.<\/p>\n","protected":false},"excerpt":{"rendered":"Laser set-up In the 229Th interrogation system, a commercial laser (FHG-TA Pro, TOPTICA) provides an output power of&hellip;\n","protected":false},"author":2,"featured_media":874692,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[1159,1160,37796,34515,26296,1358,79],"class_list":["post-874691","post","type-post","status-publish","format-standard","has-post-thumbnail","category-science","tag-humanities-and-social-sciences","tag-multidisciplinary","tag-nuclear-physics","tag-optical-spectroscopy","tag-optics-and-photonics","tag-quantum-physics","tag-science"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/874691","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=874691"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/874691\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/874692"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=874691"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=874691"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=874691"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}