DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Parameter constraints from cross-correlation of CMB lensing with galaxy clustering

Abstract

The lensing convergence measurable with future CMB surveys like CMB-S4 will be highly correlated with the clustering observed by deep photometric large scale structure (LSS) surveys such as the LSST, with cross-correlation coefficient as high as 95%. This will enable use of sample variance cancellation techniques to determine cosmological parameters, and use of cross-correlation measurements to break parameter degeneracies. Assuming large sky overlap between CMB-S4 and LSST, we show that a joint analysis of CMB-S4 lensing and LSST clustering can yield very tight constraints on the matter amplitude σ8(z), halo bias, and fNL, competitive with the best stage IV experiment predictions, but using complementary methods, which may carry different and possibly lower systematics. Having no sky overlap between experiments degrades the precision of σ8(z) by a factor of 20, and that of fNL by a factor of 1.5 to 2. Without CMB lensing, the precision always degrades by an order of magnitude or more, showing that a joint analysis is critical. Here, our results also suggest that CMB lensing in combination with LSS photometric surveys is a competitive probe of the evolution of structure in the redshift range z ≃ 1–7, probing a regime that is not well tested observationally.more » We explore predictions against other surveys and experiment configurations, finding that wide patches with maximal sky overlap between CMB and LSS surveys are most powerful for σ8(z) and fNL.« less

Authors:
 [1];  [2]
  1. Inst. for Advanced Study, Princeton, NJ (United States)
  2. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1544261
Alternate Identifier(s):
OSTI ID: 1457576
Grant/Contract Number:  
AC02-05CH11231; ST/H008586/1; ST/K00333X/1; NNX15AL17G; ST/J005673/1
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review D
Additional Journal Information:
Journal Volume: 97; Journal Issue: 12; Journal ID: ISSN 2470-0010
Publisher:
American Physical Society (APS)
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS

Citation Formats

Schmittfull, Marcel, and Seljak, Uroš. Parameter constraints from cross-correlation of CMB lensing with galaxy clustering. United States: N. p., 2018. Web. doi:10.1103/PhysRevD.97.123540.
Schmittfull, Marcel, & Seljak, Uroš. Parameter constraints from cross-correlation of CMB lensing with galaxy clustering. United States. https://doi.org/10.1103/PhysRevD.97.123540
Schmittfull, Marcel, and Seljak, Uroš. Thu . "Parameter constraints from cross-correlation of CMB lensing with galaxy clustering". United States. https://doi.org/10.1103/PhysRevD.97.123540. https://www.osti.gov/servlets/purl/1544261.
@article{osti_1544261,
title = {Parameter constraints from cross-correlation of CMB lensing with galaxy clustering},
author = {Schmittfull, Marcel and Seljak, Uroš},
abstractNote = {The lensing convergence measurable with future CMB surveys like CMB-S4 will be highly correlated with the clustering observed by deep photometric large scale structure (LSS) surveys such as the LSST, with cross-correlation coefficient as high as 95%. This will enable use of sample variance cancellation techniques to determine cosmological parameters, and use of cross-correlation measurements to break parameter degeneracies. Assuming large sky overlap between CMB-S4 and LSST, we show that a joint analysis of CMB-S4 lensing and LSST clustering can yield very tight constraints on the matter amplitude σ8(z), halo bias, and fNL, competitive with the best stage IV experiment predictions, but using complementary methods, which may carry different and possibly lower systematics. Having no sky overlap between experiments degrades the precision of σ8(z) by a factor of 20, and that of fNL by a factor of 1.5 to 2. Without CMB lensing, the precision always degrades by an order of magnitude or more, showing that a joint analysis is critical. Here, our results also suggest that CMB lensing in combination with LSS photometric surveys is a competitive probe of the evolution of structure in the redshift range z ≃ 1–7, probing a regime that is not well tested observationally. We explore predictions against other surveys and experiment configurations, finding that wide patches with maximal sky overlap between CMB and LSS surveys are most powerful for σ8(z) and fNL.},
doi = {10.1103/PhysRevD.97.123540},
journal = {Physical Review D},
number = 12,
volume = 97,
place = {United States},
year = {Thu Jun 28 00:00:00 EDT 2018},
month = {Thu Jun 28 00:00:00 EDT 2018}
}

Journal Article:

Citation Metrics:
Cited by: 58 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Reconstruction of lensing from the cosmic microwave background polarization
journal, October 2003


The Effect of Primordial Non-Gaussianity on Halo Bias
journal, March 2008

  • Matarrese, Sabino; Verde, Licia
  • The Astrophysical Journal, Vol. 677, Issue 2
  • DOI: 10.1086/587840

Exploring the SDSS photometric galaxies with clustering redshifts
journal, April 2016

  • Rahman, Mubdi; Mendez, Alexander J.; Ménard, Brice
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 1
  • DOI: 10.1093/mnras/stw981

Calibrating Redshift Distributions beyond Spectroscopic Limits with Cross‐Correlations
journal, September 2008

  • Newman, Jeffrey A.
  • The Astrophysical Journal, Vol. 684, Issue 1
  • DOI: 10.1086/589982

Delensing the CMB with the cosmic infrared background
journal, August 2015


CMB lensing tomography with the DES Science Verification galaxies
journal, January 2016

  • Giannantonio, T.; Fosalba, P.; Cawthon, R.
  • Monthly Notices of the Royal Astronomical Society, Vol. 456, Issue 3
  • DOI: 10.1093/mnras/stv2678

Weak gravitational lensing of distant galaxies
journal, March 1992

  • Kaiser, Nick
  • The Astrophysical Journal, Vol. 388
  • DOI: 10.1086/171151

Verifying the consistency relation for the scale-dependent bias from local primordial non-Gaussianity
journal, March 2017

  • Biagetti, Matteo; Lazeyras, Titouan; Baldauf, Tobias
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 3
  • DOI: 10.1093/mnras/stx714

An accurate halo model for fitting non-linear cosmological power spectra and baryonic feedback models
journal, October 2015

  • Mead, A. J.; Peacock, J. A.; Heymans, C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 2
  • DOI: 10.1093/mnras/stv2036

Cosmology with massive neutrinos II: on the universality of the halo mass function and bias
journal, February 2014

  • Castorina, Emanuele; Sefusatti, Emiliano; Sheth, Ravi K.
  • Journal of Cosmology and Astroparticle Physics, Vol. 2014, Issue 02
  • DOI: 10.1088/1475-7516/2014/02/049

On using angular cross-correlations to determine source redshift distributions
journal, July 2013

  • McQuinn, M.; White, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 433, Issue 4
  • DOI: 10.1093/mnras/stt914

Efficient Computation of Cosmic Microwave Background Anisotropies in Closed Friedmann‐Robertson‐Walker Models
journal, August 2000

  • Lewis, Antony; Challinor, Anthony; Lasenby, Anthony
  • The Astrophysical Journal, Vol. 538, Issue 2
  • DOI: 10.1086/309179

Correlation of CMB with large-scale structure. II. Weak lensing
journal, August 2008


Response approach to the matter power spectrum covariance
journal, November 2017


Uncorrelated modes of the non-linear power spectrum
journal, February 2000


Delensing CMB polarization with external datasets
journal, June 2012

  • Smith, Kendrick M.; Hanson, Duncan; LoVerde, Marilena
  • Journal of Cosmology and Astroparticle Physics, Vol. 2012, Issue 06
  • DOI: 10.1088/1475-7516/2012/06/014

Unbiased contaminant removal for 3D galaxy power spectrum measurements
journal, August 2016

  • Kalus, B.; Percival, W. J.; Bacon, D. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 1
  • DOI: 10.1093/mnras/stw2008

Cross-correlating Planck CMB lensing with SDSS: lensing–lensing and galaxy–lensing cross-correlations
journal, September 2016

  • Singh, Sukhdeep; Mandelbaum, Rachel; Brownstein, Joel R.
  • Monthly Notices of the Royal Astronomical Society, Vol. 464, Issue 2
  • DOI: 10.1093/mnras/stw2482

Cosmic infrared background anisotropies as a window into primordial non-Gaussianity
journal, August 2016

  • Tucci, Marco; Desjacques, Vincent; Kunz, Martin
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 2
  • DOI: 10.1093/mnras/stw2086

Revising the Halofit Model for the Nonlinear Matter Power Spectrum
journal, December 2012

  • Takahashi, Ryuichi; Sato, Masanori; Nishimichi, Takahiro
  • The Astrophysical Journal, Vol. 761, Issue 2
  • DOI: 10.1088/0004-637X/761/2/152

Multitracer technique for galaxy bispectrum: An application to constraints on nonlocal primordial non-Gaussianities
journal, March 2017


Power spectrum super-sample covariance
journal, June 2013


The Atacama Cosmology Telescope: Cross-correlation of cosmic microwave background lensing and quasars
journal, October 2012


Towards a cosmological neutrino mass detection
journal, December 2015


Imprints of primordial non-Gaussianities on large-scale structure: Scale-dependent bias and abundance of virialized objects
journal, June 2008


Linear response to long wavelength fluctuations using curvature simulations
journal, September 2016

  • Baldauf, Tobias; Seljak, Uroš; Senatore, Leonardo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 09
  • DOI: 10.1088/1475-7516/2016/09/007

DESI and other Dark Energy experiments in the era of neutrino mass measurements
journal, May 2014

  • Font-Ribera, Andreu; McDonald, Patrick; Mostek, Nick
  • Journal of Cosmology and Astroparticle Physics, Vol. 2014, Issue 05
  • DOI: 10.1088/1475-7516/2014/05/023

cosmolike – cosmological likelihood analyses for photometric galaxy surveys
journal, May 2017

  • Krause, Elisabeth; Eifler, Tim
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 2
  • DOI: 10.1093/mnras/stx1261

Planck 2015 results : XVII. Constraints on primordial non-Gaussianity
journal, September 2016


Constraints on neutrino mass from cosmic microwave background and large-scale structure
journal, October 2015

  • Pan, Z.; Knox, L.
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 3
  • DOI: 10.1093/mnras/stv2164

Constraints on Primordial Non-Gaussianity from 800 000 Photometric Quasars
journal, November 2014


Optimization of spectroscopic surveys for testing non-Gaussianity
journal, August 2015

  • Raccanelli, Alvise; Doré, Olivier; Dalal, Neal
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 08
  • DOI: 10.1088/1475-7516/2015/08/034

Probing the primordial Universe with MeerKAT and DES
journal, December 2016

  • Fonseca, José; Maartens, Roy; Santos, Mário G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 3
  • DOI: 10.1093/mnras/stw3248

Exploiting the full potential of photometric quasar surveys: optimal power spectra through blind mitigation of systematics
journal, August 2014

  • Leistedt, Boris; Peiris, Hiranya V.
  • Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 1
  • DOI: 10.1093/mnras/stu1439

Cosmological Model Predictions for Weak Lensing: Linear and Nonlinear Regimes
journal, August 1997

  • Jain, Bhuvnesh; Seljak, Uroš
  • The Astrophysical Journal, Vol. 484, Issue 2
  • DOI: 10.1086/304372

Looking through the same lens: Shear calibration for LSST, Euclid, and WFIRST with stage 4 CMB lensing
journal, June 2017


Neutrino mass without cosmic variance
journal, May 2016


Massive lossless data compression and multiple parameter estimation from galaxy spectra
journal, October 2000


Detection of gravitational lensing in the cosmic microwave background
journal, August 2007


Constraints on local primordial non-Gaussianity from large scale structure
journal, August 2008

  • Slosar, Anže; Hirata, Christopher; Seljak, Uroš
  • Journal of Cosmology and Astroparticle Physics, Vol. 2008, Issue 08
  • DOI: 10.1088/1475-7516/2008/08/031

Accurate halo-model matter power spectra with dark energy, massive neutrinos and modified gravitational forces
journal, March 2016

  • Mead, A. J.; Heymans, C.; Lombriser, L.
  • Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 2
  • DOI: 10.1093/mnras/stw681

Joint measurement of lensing–galaxy correlations using SPT and DES SV data
journal, July 2016

  • Baxter, E.; Clampitt, J.; Giannantonio, T.
  • Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 4
  • DOI: 10.1093/mnras/stw1584

A single-field consistency relation for the three-point function
journal, October 2004


Designing an inflation galaxy survey: How to measure σ ( f NL ) 1 using scale-dependent galaxy bias
journal, June 2017


Halo bias in mixed dark matter cosmologies
journal, October 2014


Integrated cosmological probes: Extended analysis
journal, April 2017


Cosmological parameter constraints from galaxy–galaxy lensing and galaxy clustering with the SDSS DR7
journal, April 2013

  • Mandelbaum, Rachel; Slosar, Anže; Baldauf, Tobias
  • Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 2
  • DOI: 10.1093/mnras/stt572

Tests of neutrino and dark radiation models from galaxy and CMB surveys
journal, January 2018

  • Banerjee, Arka; Jain, Bhuvnesh; Dalal, Neal
  • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 01
  • DOI: 10.1088/1475-7516/2018/01/022

Extreme data compression for the CMB
journal, April 2016


Exact likelihood evaluations and foreground marginalization in low resolution WMAP data
journal, June 2004


A Measurement of the Correlation of Galaxy Surveys with cmb Lensing Convergence maps from the South pole Telescope
journal, June 2012


Planck 2015 results : XV. Gravitational lensing
journal, September 2016


Full covariance of CMB and lensing reconstruction power spectra
journal, February 2017


Joint analysis of CMB temperature and lensing-reconstruction power spectra
journal, September 2013


Using correlations between cosmic microwave background lensing and large-scale structure to measure primordial non-Gaussianity
journal, March 2014

  • Giannantonio, Tommaso; Percival, Will J.
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 441, Issue 1
  • DOI: 10.1093/mnrasl/slu036

Modeling CMB lensing cross correlations with CLEFT
journal, August 2017

  • Modi, Chirag; White, Martin; Vlah, Zvonimir
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 08
  • DOI: 10.1088/1475-7516/2017/08/009

Interpolation, realization, and reconstruction of noisy, irregularly sampled data
journal, October 1992

  • Rybicki, George B.; Press, William H.
  • The Astrophysical Journal, Vol. 398
  • DOI: 10.1086/171845

Stable clustering, the halo model and non-linear cosmological power spectra
journal, June 2003


Cosmology with anisotropic galaxy clustering from the combination of power spectrum and bispectrum
journal, August 2015

  • Song, Yong-Seon; Taruya, Atsushi; Oka, Akira
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 08
  • DOI: 10.1088/1475-7516/2015/08/007

Beating lensing cosmic variance with galaxy tomography
journal, June 2004


Galaxy-CMB and galaxy-galaxy lensing on large scales: Sensitivity to primordial non-Gaussianity
journal, December 2009


Algorithm for the direct reconstruction of the dark matter correlation function from weak lensing and galaxy clustering
journal, March 2010


Great Optically Luminous Dropout Research Using Subaru HSC (GOLDRUSH). I. UV luminosity functions at z ∼ 4–7 derived with the half-million dropouts on the 100 deg2 sky†
journal, November 2017

  • Ono, Yoshiaki; Ouchi, Masami; Harikane, Yuichi
  • Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1
  • DOI: 10.1093/pasj/psx103

The large-scale three-point correlation function of the SDSS BOSS DR12 CMASS galaxies
journal, February 2017

  • Slepian, Zachary; Eisenstein, Daniel J.; Beutler, Florian
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 1
  • DOI: 10.1093/mnras/stw3234

Probing primordial non-Gaussianity with SKA galaxy redshift surveys: a fully relativistic analysis
journal, February 2015

  • Camera, Stefano; Santos, Mário G.; Maartens, Roy
  • Monthly Notices of the Royal Astronomical Society, Vol. 448, Issue 2
  • DOI: 10.1093/mnras/stv040

Constraints on halo formation from cross-correlations with correlated variables
journal, March 2017

  • Castorina, Emanuele; Paranjape, Aseem; Sheth, Ravi K.
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 4
  • DOI: 10.1093/mnras/stx701

Non-gaussian features of primordial fluctuations in single field inflationary models
journal, May 2003


A new method to improve photometric redshift reconstruction: Applications to the Large Synoptic Survey Telescope
journal, January 2014


Extracting Primordial Non-Gaussianity without Cosmic Variance
journal, January 2009


Constraining multiplicative bias in CFHTLenS weak lensing shear data
journal, May 2016


Super-sample covariance in simulations
journal, April 2014


Planck 2013 results. XVII. Gravitational lensing by large-scale structure
journal, October 2014


The power spectrum and bispectrum of SDSS DR11 BOSS galaxies – I. Bias and gravity
journal, May 2015

  • Gil-Marín, Héctor; Noreña, Jorge; Verde, Licia
  • Monthly Notices of the Royal Astronomical Society, Vol. 451, Issue 1
  • DOI: 10.1093/mnras/stv961

Constraining ultralarge-scale cosmology with multiple tracers in optical and radio surveys
journal, September 2015


CMB lens sample covariance and consistency relations
journal, February 2017


Precision measurement of the local bias of dark matter halos
journal, February 2016

  • Lazeyras, Titouan; Wagner, Christian; Baldauf, Tobias
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 02
  • DOI: 10.1088/1475-7516/2016/02/018

Exploiting cross correlations and joint analyses
journal, March 2015


Generalized massive optimal data compression
journal, February 2018

  • Alsing, Justin; Wandelt, Benjamin
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 476, Issue 1
  • DOI: 10.1093/mnrasl/sly029

Cosmology with massive neutrinos I: towards a realistic modeling of the relation between matter, haloes and galaxies
journal, March 2014

  • Villaescusa-Navarro, Francisco; Marulli, Federico; Viel, Matteo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2014, Issue 03
  • DOI: 10.1088/1475-7516/2014/03/011

The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field.
journal, January 1953

  • Limber, D. Nelson
  • The Astrophysical Journal, Vol. 117
  • DOI: 10.1086/145672

How to evade the sample variance limit on measurements of redshift-space distortions
journal, October 2009


Planck 2015 results : XI. CMB power spectra, likelihoods, and robustness of parameters
journal, September 2016


Planck 2015 results : XIII. Cosmological parameters
journal, September 2016


Constraints on local primordial non-Gaussianity from large scale structure
text, January 2008

  • Slosar, A.; Hirata, C.; Seljak, U.
  • Institute of Physics Publishing
  • DOI: 10.5167/uzh-16577

How to evade the sample variance limit on measurements of redshift-space distortions
text, January 2009


Planck 2015 results : VI. LFI mapmaking
journal, September 2016


Planck 2015 results : X. Diffuse component separation: Foreground maps
journal, September 2016


Correlation of CMB with large-scale structure. II. Weak lensing
text, January 2008

  • Hirata, C.; Ho, S.; Padmanabhan, N.
  • American Physical Society
  • DOI: 10.5167/uzh-16575

Extracting primordial non-gaussianity without cosmic variance
text, January 2009


Algorithm for the direct reconstruction of the dark matter correlation function from weak lensing and galaxy clustering
text, January 2010

  • Baldauf, T.; Smith, R. E.; Seljak, U.
  • American Physical Society
  • DOI: 10.5167/uzh-34372

Cosmological parameter constraints from galaxy-galaxy lensing and galaxy clustering with the SDSS DR7
text, January 2013


Planck 2015 results : XVI. Isotropy and statistics of the CMB
journal, September 2016


Planck 2015 results : XXVI. The Second
journal, September 2016


The effect of primordial non-Gaussianity on halo bias
text, January 2008


Delensing CMB Polarization with External Datasets
text, January 2010


Cosmological parameter constraints from galaxy-galaxy lensing and galaxy clustering with the SDSS DR7
text, January 2012


Power Spectrum Super-Sample Covariance
text, January 2013


On the joint analysis of CMB temperature and lensing-reconstruction power spectra
text, January 2013


DESI and other dark energy experiments in the era of neutrino mass measurements
text, January 2013


Cosmology with massive neutrinos II: on the universality of the halo mass function and bias
text, January 2013


Super-Sample Covariance in Simulations
text, January 2014


The power spectrum and bispectrum of SDSS DR11 BOSS galaxies I: bias and gravity
text, January 2014


Planck 2015 results. XV. Gravitational lensing
text, January 2015


Delensing the CMB with the Cosmic Infrared Background
text, January 2015


An accurate halo model for fitting non-linear cosmological power spectra and baryonic feedback models
text, January 2015


CMB lensing tomography with the DES Science Verification galaxies
text, January 2015


Towards a cosmological neutrino mass detection
text, January 2015


Precision measurement of the local bias of dark matter halos
text, January 2015


Extreme data compression for the CMB
text, January 2015


Exploring the SDSS Photometric Galaxies with Clustering Redshifts
text, January 2015


Constraining Multiplicative Bias in CFHTLenS Weak Lensing Shear Data
text, January 2016


Neutrino mass without cosmic variance
text, January 2016


Cosmic Infrared Background anisotropies as a window into primordial non-Gaussianity
text, January 2016


Unbiased contaminant removal for 3D galaxy power spectrum measurements
text, January 2016


Probing the primordial Universe with MeerKAT and DES
text, January 2016


CMB Lens Sample Covariance and Consistency Relations
text, January 2016


Tests of Neutrino and Dark Radiation Models from Galaxy and CMB surveys
text, January 2016


Response Approach to the Matter Power Spectrum Covariance
text, January 2017


Stable clustering, the halo model and nonlinear cosmological power spectra
text, January 2002


Reconstruction of lensing from the cosmic microwave background polarization
text, January 2003


Works referencing / citing this record:

Lensing reconstruction from line intensity maps: the impact of gravitational nonlinearity
journal, July 2018

  • Foreman, Simon; Meerburg, P. Daniel; Engelen, Alexander van
  • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 07
  • DOI: 10.1088/1475-7516/2018/07/046

The promising future of a robust cosmological neutrino mass measurement
journal, January 2019

  • Brinckmann, Thejs; Hooper, Deanna C.; Archidiacono, Maria
  • Journal of Cosmology and Astroparticle Physics, Vol. 2019, Issue 01
  • DOI: 10.1088/1475-7516/2019/01/059

The Simons Observatory: science goals and forecasts
journal, February 2019

  • Ade, Peter; Aguirre, James; Ahmed, Zeeshan
  • Journal of Cosmology and Astroparticle Physics, Vol. 2019, Issue 02
  • DOI: 10.1088/1475-7516/2019/02/056

CMB lensing reconstruction biases in cross-correlation with large-scale structure probes
journal, October 2019

  • Fabbian, Giulio; Lewis, Antony; Beck, Dominic
  • Journal of Cosmology and Astroparticle Physics, Vol. 2019, Issue 10
  • DOI: 10.1088/1475-7516/2019/10/057

Simulated multitracer analyses with H  i intensity mapping
journal, March 2019

  • Witzemann, A.; Alonso, D.; Fonseca, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
  • DOI: 10.1093/mnras/stz778

The Hunt for Primordial Interactions in the Large-Scale Structures of the Universe
journal, August 2019


The Simons Observatory: Science goals and forecasts
text, January 2019

  • Ade, P.; Aguirre, J.; Ahmed, Z.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.38168

Primordial features from linear to nonlinear scales
text, January 2020

  • Beutler, Florian; Biagetti, Matteo; Green, Daniel
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.48003

The Simons Observatory: Science goals and forecasts
text, January 2018


First detection of scale-dependent linear halo bias in $N$-body simulations with massive neutrinos
text, January 2018


Primordial Features from Linear to Nonlinear Scales
text, January 2019