- Access by Xinjiang University
Probing gravity at large scales with kinematic Sunyaev-Zel’dovich-reconstructed velocities and CMB lensing
Phys. Rev. D 113, 023527 – Published 20 January, 2026
DOI: https://doi.org/10.1103/5d6p-4bys
Abstract
We present a new method for measuring the statistic that combines two CMB secondaries—the kinematic Sunyaev-Zel’dovich (kSZ) effect and CMB lensing—for the first time to probe gravity on linear scales. The statistic is a discriminating tool for modified gravity theories, which leave imprints in lensing observables and peculiar velocities. Existing measurements rely on redshift space distortions (RSD) to infer the velocity field. Here, we employ kSZ velocity reconstruction instead of RSD, a complementary technique that constrains the largest-scale modes better than the galaxy survey it uses. We construct a novel estimator that involves a ratio between cross-correlations of a galaxy sample with a CMB convergence map and that with a 3D kSZ-reconstructed velocity field. We forecast for current and upcoming CMB maps from the Atacama Cosmology Telescope and the Simons Observatory (SO), respectively, in combination with three spectroscopic galaxy samples from the Dark Energy Spectroscopic Instrument (DESI). We find cumulative detection significances in the range , which can robustly test the scale-independent prediction under general relativity (GR) at different effective redshifts of the galaxy samples (, 1.33, 1.84). In particular, the luminous red galaxies measurement would be able to distinguish between GR and certain modified gravity models, including Hu-Sawicki and Chameleon theories, with high confidence. The proposed estimator opens up a new avenue for stress-testing gravity and the model at the largest observable scales.
Physics Subject Headings (PhySH)
Article Text
References (97)
- A. G. Riess, A. V. Filippenko, P. Challis, A. Clocchiatti, A. Diercks et al., Astron. J. 116, 1009 (1998).
- S. Perlmutter, G. Aldering, G. Goldhaber, R. A. Knop et al. (The Supernova Cosmology Project), Astrophys. J. 517, 565 (1999).
- BOSS Collaboration, Mon. Not. R. Astron. Soc. 470, 2617 (2017).
- C. L. Bennett, D. Larson, J. L. Weiland, N. Jarosik, G. Hinshaw et al., Astrophys. J. Suppl. Ser. 208, 20 (2013).
- Planck Collaboration, Astron. Astrophys. 641, A6 (2020).
- P. J. E. Peebles and B. Ratra, Astrophys. J. Lett. 325, L17 (1988).
- L. Amendola and S. Tsujikawa, Dark Energy: Theory and Observations (Cambridge University Press, Cambridge, England, 2010).
- T. Clifton, P. G. Ferreira, A. Padilla, and C. Skordis, Phys. Rep. 513, 1 (2012).
- DESI Collaboration, Phys. Rev. D 112, 083515 (2025).
- E. Calabrese, J. C. Hill, H. T. Jense, A. La Posta et al., J. Cosmol. Astropart. Phys. 11 (2025) 063.
- J. Khoury and A. Weltman, Phys. Rev. D 69, 044026 (2004).
- A. L. Erickcek, T. L. Smith, and M. Kamionkowski, Phys. Rev. D 74, 121501 (2006).
- C. M. Will, Living Rev. Relativity 17, 1 (2014).
- T. Baker, E. Bellini, P. G. Ferreira, M. Lagos, J. Noller, and I. Sawicki, Phys. Rev. Lett. 119, 251301 (2017).
- A. Joyce, L. Lombriser, and F. Schmidt, Annu. Rev. Nucl. Part. Sci. 66, 95 (2016).
- W. Hu and I. Sawicki, Phys. Rev. D 76, 064004 (2007).
- S. M. Carroll, V. Duvvuri, M. Trodden, and M. S. Turner, Phys. Rev. D 70, 043528 (2004).
- G. Dvali, G. Gabadadze, and M. Porrati, Phys. Lett. B 485, 208 (2000).
- Y.-S. Song, I. Sawicki, and W. Hu, Phys. Rev. D 75, 064003 (2007).
- Planck Collaboration, Astron. Astrophys. 594, A14 (2016).
- L. Lombriser and A. Taylor, J. Cosmol. Astropart. Phys. 03 (2016) 031.
- E. Bertschinger and P. Zukin, Phys. Rev. D 78, 024015 (2008).
- A. Hojjati, L. Pogosian, and G.-B. Zhao, J. Cosmol. Astropart. Phys. 08 (2011) 005.
- A. Silvestri, L. Pogosian, and R. V. Buniy, Phys. Rev. D 87, 104015 (2013).
- T. Baker, P. G. Ferreira, C. D. Leonard, and M. Motta, Phys. Rev. D 90, 124030 (2014).
- C. Heinrich and O. Doré, Phys. Rev. D 102, 123549 (2020).
- P. Zhang, M. Liguori, R. Bean, and S. Dodelson, Phys. Rev. Lett. 99, 141302 (2007).
- R. Reyes, R. Mandelbaum, U. Seljak, T. Baldauf, J. E. Gunn, L. Lombriser, and R. E. Smith, Nature (London) 464, 256 (2010).
- A. R. Pullen, S. Alam, and S. Ho, Mon. Not. R. Astron. Soc. 449, 4326 (2015).
- A. Amon, C. Blake, C. Heymans, C. D. Leonard, M. Asgari et al., Mon. Not. R. Astron. Soc. 479, 3422 (2018).
- S. Singh, S. Alam, R. Mandelbaum, U. Seljak, S. Rodriguez-Torres et al., Mon. Not. R. Astron. Soc. 482, 785 (2018).
- C. Blake, A. Amon, M. Asgari, M. Bilicki, A. Dvornik et al., Astron. Astrophys. 642, A158 (2020).
- N. Grimm, C. Bonvin, and I. Tutusaus, Phys. Rev. Lett. 133, 211004 (2024).
- S. J. Rauhut, C. Blake, U. Andrade, H. E. Noriega, J. Aguilar et al., Open J. Astrophys. 8, 149 (2025).
- S. Singh, R. Mandelbaum, U. Seljak, S. Rodríguez-Torres, and A. Slosar, Mon. Not. R. Astron. Soc. 491, 51 (2020).
- L. Wenzl, R. Bean, S.-F. Chen, G. S. Farren, M. S. Madhavacheril, G. A. Marques, F. J. Qu, N. Sehgal, B. D. Sherwin, and A. van Engelen, Phys. Rev. D 109, 083540 (2024).
- L. Wenzl, R. An, N. Battaglia, R. Bean, E. Calabrese et al., Phys. Rev. D 111, 043535 (2025).
- N. Kaiser, Mon. Not. R. Astron. Soc. 227, 1 (1987).
- R. A. Sunyaev and Y. B. Zeldovich, Comments Astrophys. Space Phys. 4, 173 (1972).
- R. A. Sunyaev and Y. B. Zeldovich, Annu. Rev. Astron. Astrophys. 18, 537 (1980).
- A.-S. Deutsch, E. Dimastrogiovanni, M. C. Johnson, M. Münchmeyer, and A. Terrana, Phys. Rev. D 98, 123501 (2018).
- K. M. Smith, M. S. Madhavacheril, M. Münchmeyer, S. Ferraro, U. Giri et al., arXiv:1810.13423.
- C. Lamman, D. Eisenstein, J. N. Aguilar, D. Brooks, A. de la Macorra et al., Mon. Not. R. Astron. Soc. 522, 117 (2023).
- U. Giri and K. M. Smith, J. Cosmol. Astropart. Phys. 09 (2022) 028.
- M. Münchmeyer, M. S. Madhavacheril, S. Ferraro, M. C. Johnson, and K. M. Smith, Phys. Rev. D 100, 083508 (2019).
- J. E. Carlstrom, P. A. R. Ade, K. A. Aird, B. A. Benson, L. E. Bleem et al., Publ. Astron. Soc. Pac. 123, 568 (2011).
- S. Henderson, R. Allison, J. Austermann, T. Baildon, N. Battaglia et al., J. Low Temp. Phys. 184, 772 (2016).
- The Simons Observatory Collaboration, J. Cosmol. Astropart. Phys. 02 (2019) 056.
- The Simons Observatory Collaboration, J. Cosmol. Astropart. Phys. 08 (2025) 034.
- C.-P. Ma and E. Bertschinger, Astrophys. J. 455, 7 (1995).
- S. Dodelson, Modern Cosmology (Academic Press, Amsterdam, 2003).
- A. Lewis and A. Challinor, Phys. Rep. 429, 1 (2006).
- T. Giannantonio, P. Fosalba, R. Cawthon, Y. Omori, M. Crocce et al., Mon. Not. R. Astron. Soc. 456, 3213 (2016).
- G.-B. Zhao, B. Li, and K. Koyama, Phys. Rev. D 83, 044007 (2011).
- S. Basilakos and A. Pouri, Mon. Not. R. Astron. Soc. 423, 3761 (2012).
- E. V. Linder, Phys. Rev. D 72, 043529 (2005).
- A. De Felice and S. Tsujikawa, Living Rev. Relativity 13, 3 (2010).
- J. Khoury and A. Weltman, Phys. Rev. Lett. 93, 171104 (2004).
- G.-B. Zhao, L. Pogosian, A. Silvestri, and J. Zylberberg, Phys. Rev. D 79, 083513 (2009).
- L. Wenzl, C. Doux, C. Heinrich, R. Bean, B. Jain, O. Doré, T. Eifler, and X. Fang, Mon. Not. R. Astron. Soc. 512, 5311 (2022).
- J. P. Ostriker and E. T. Vishniac, Astrophys. J. Lett. 306, L51 (1986).
- P. G. Ferreira, R. Juszkiewicz, H. A. Feldman, M. Davis, and A. H. Jaffe, Astrophys. J. Lett. 515, L1 (1999).
- S. Ho, S. Dedeo, and D. Spergel, arXiv:0903.2845.
- J. Shao, P. Zhang, W. Lin, Y. Jing, and J. Pan, Mon. Not. R. Astron. Soc. 413, 628 (2011).
- D. Alonso, T. Louis, P. Bull, and P. G. Ferreira, Phys. Rev. D 94, 043522 (2016).
- O. Doré, J. F. Hennawi, and D. N. Spergel, Astrophys. J. 606, 46 (2004).
- S. DeDeo, D. N. Spergel, and H. Trac, arXiv:astro-ph/0511060.
- B. Bolliet, J. Colin Hill, S. Ferraro, A. Kusiak, and A. Krolewski, J. Cosmol. Astropart. Phys. 03 (2023) 039.
- R. Patki, N. Battaglia, and S. Ferraro, Phys. Rev. D 108, 043507 (2023).
- R. Patki, N. Battaglia, and J. C. Hill, Phys. Rev. D 112, 063524 (2025).
- R. Bloch and M. C. Johnson, arXiv:2405.00809.
- F. McCarthy, N. Battaglia, R. Bean, J. R. Bond, H. Cai et al., J. Cosmol. Astropart. Phys. 05 (2025) 057.
- A. Laguë, M. S. Madhavacheril, K. M. Smith, S. Ferraro, and E. Schaan, Phys. Rev. Lett. 134, 151003 (2025).
- S. C. Hotinli, K. M. Smith, and S. Ferraro, arXiv:2506.21657.
- B. Hadzhiyska, S. Ferraro, B. Ried Guachalla, E. Schaan, J. Aguilar et al., Phys. Rev. D 112, 083509 (2025).
- B. Ried Guachalla, E. Schaan, B. Hadzhiyska, S. Ferraro, J. N. Aguilar et al., Phys. Rev. D 112, 103512 (2025).
- M. S. Madhavacheril, N. Battaglia, K. M. Smith, and J. L. Sievers, Phys. Rev. D 100, 103532 (2019).
- U. Seljak, Phys. Rev. Lett. 102, 021302 (2009).
- D. N. Limber, Astrophys. J. 117, 134 (1953).
- M. LoVerde and N. Afshordi, Phys. Rev. D 78, 123506 (2008).
- S.-F. Chen, M. White, J. DeRose, and N. Kokron, J. Cosmol. Astropart. Phys. 07 (2022) 041.
- A. R. Pullen, S. Alam, S. He, and S. Ho, Mon. Not. R. Astron. Soc. 460, 4098 (2016).
- F. J. Qu, B. D. Sherwin, M. S. Madhavacheril, D. Han, K. T. Crowley et al., Astrophys. J. 962, 112 (2024).
- N. Battaglia, J. R. Bond, C. Pfrommer, J. L. Sievers, and D. Sijacki, Astrophys. J. 725, 91 (2010).
- A. Lewis, A. Challinor, and A. Lasenby, Astrophys. J. 538, 473 (2000).
- C. Howlett, A. Lewis, A. Hall, and A. Challinor, J. Cosmol. Astropart. Phys. 04 (2012) 027.
- DESI Collaboration, arXiv:1611.00036.
- A. G. Adame, J. Aguilar, S. Ahlen, S. Alam et al. (DESI Collaboration), Astron. J. 167, 62 (2024).
- J. Kim, N. Sailer, M. S. Madhavacheril, S. Ferraro et al., J. Cosmol. Astropart. Phys. 12 (2024) 022.
- U. Seljak, Mon. Not. R. Astron. Soc. 318, 203 (2000).
- N. Battaglia, J. Cosmol. Astropart. Phys. 08 (2016) 058.
- DESI Collaboration, arXiv:2503.14745.
- M. Maus, M. White, N. Sailer, A. Baleato Lizancos, S. Ferraro et al., J. Cosmol. Astropart. Phys. 11 (2025) 077.
- L. Bigwood, M. Yamamoto, J. Siegel, A. Amon, I. G. McCarthy et al., arXiv:2510.15822.
- https://github.com/raaginipatki/EG_with_kSZ_and_lensing.
- DESI Collaboration, J. Cosmol. Astropart. Phys. 02 (2025) 021.
- A. C. M. Lai, Y. Kvasiuk, and M. Münchmeyer, arXiv:2506.21684.