Fetching the paper…

Reading the bibliography…

2023

PRIYA: A New Suite of Lyman-alpha Forest Simulations for Cosmology

Bird, Simeon, Fernandez, Martin, Ho, Ming-Feng et al.

Original
PDF
Post on X

Understand

We present the PRIYA suite of cosmological simulations, based on the code and hydrodynamic model of the ASTRID simulation, and designed for cosmological analyses of the Lyman-$\alpha$ forest.

Our simulation suite spans a $9$-dimensional parameter space, including $4$ cosmological parameters and $5$ astrophysical/thermal parameters.
We have run $48$ low fidelity simulations with $1536^3$ particles in a $120$ Mpc/h box and $3$ high fidelity simulations with $3072^3$ particles in a $120$ Mpc/h box.
All our simulations include a full physics model for galaxy formation, including supernova and AGN feedback, and thus also contain a realistic population of DLAs.

PRIYA: A New Suite of Lyman-alpha Forest Simulations for Cosmology · Around

Built on

R. Davé, D. Anglés-Alcázar, D. Narayanan, Q. Li, M. H. Rafieferantsoa and S. Appleby, SIMBA: Cosmological simulations with black hole growth and feedback , MNRAS 486
Original
1901
Earlier work this paper cites.
P. Montero-Camacho, C. M. Hirata, P. Martini and K. Honscheid, Impact of inhomogeneous reionization on the Lyman- α \alpha forest , MNRAS 487
Original
1902
Earlier work this paper cites.
C.-A. Faucher-Giguère, A cosmic UV/X-ray background model update , MNRAS 493
Original
1903
Earlier work this paper cites.
C.-A. Faucher-Giguère, A cosmic UV/X-ray background model update , MNRAS 493
Original
1903
Earlier work this paper cites.
V. de Sainte Agathe, C. Balland, H. du Mas des Bourboux, N. G. Busca, M. Blomqvist, J. Guy et al., Baryon acoustic oscillations at z = 2.34 from the correlations of Ly α \alpha absorption in eBOSS DR14 , AAP 629
Original
1904
Earlier work this paper cites.
N. Palanque-Delabrouille, C. Yèche, N. Schöneberg, J. Lesgourgues, M. Walther, S. Chabanier et al., Hints, neutrino bounds, and WDM constraints from SDSS DR14 Lyman- α \alpha and Planck full-survey data , JCAP 2020
Original
1911
Earlier work this paper cites.
C. Pedersen, A. Font-Ribera, T. D. Kitching, P. McDonald, S. Bird, A. Slosar et al., Massive neutrinos and degeneracies in Lyman-alpha forest simulations , JCAP 2020
Original
1911
Earlier work this paper cites.
A. Garzilli, A. Magalich, O. Ruchayskiy and A. Boyarsky, How to constrain warm dark matter with the Lyman- α \alpha forest , MNRAS 502
Original
1912
Earlier work this paper cites.
J. E. Gunn and B. A. Peterson, On the Density of Neutral Hydrogen in Intergalactic Space. , ApJ 142
1965
Earlier work this paper cites.
N. I. Shakura and R. A. Sunyaev, Black holes in binary systems. Observational appearance. , AAP 24
1973
Earlier work this paper cites.
R. Cen, J. Miralda-Escudé, J. P. Ostriker and M. Rauch, Gravitational Collapse of Small-Scale Structure as the Origin of the Lyman-Alpha Forest , ApJ 437
1994
Earlier work this paper cites.
Y. Zhang, P. Anninos and M. L. Norman, A Multispecies Model for Hydrogen and Helium Absorbers in Lyman-Alpha Forest Clouds , ApJ 453
1995
Earlier work this paper cites.
J. Miralda-Escudé, R. Cen, J. P. Ostriker and M. Rauch, The Ly alpha Forest from Gravitational Collapse in the Cold Dark Matter + Lambda Model , ApJ 471
1996
Earlier work this paper cites.
L. Hernquist, N. Katz, D. H. Weinberg and J. Miralda-Escudé, The Lyman-Alpha Forest in the Cold Dark Matter Model , ApJ 457
1996
Earlier work this paper cites.
N. Katz, D. H. Weinberg and L. Hernquist, Cosmological Simulations with TreeSPH , ApJ Supplement 105
1996
Earlier work this paper cites.
D. A. Verner and G. J. Ferland, Atomic Data for Astrophysics. I. Radiative Recombination Rates for H-like, He-like, Li-like, and Na-like Ions over a Broad Range of Temperature , ApJ Supplement 103
1996
Earlier work this paper cites.
M. Rauch, J. Miralda-Escudé, W. L. W. Sargent, T. A. Barlow, D. H. Weinberg, L. Hernquist et al., The Opacity of the Ly α \alpha Forest and Implications for Ω \Omega b
1997
Earlier work this paper cites.
G. Voronov, A practical fit formula for ionization rate coefficients of atoms and ions by electron impact:z= 1–28 , Atomic Data and Nuclear Data Tables 65
1997
Earlier work this paper cites.
R. A. C. Croft, D. H. Weinberg, N. Katz and L. Hernquist, Recovery of the Power Spectrum of Mass Fluctuations from Observations of the Ly α \alpha Forest , ApJ 495
1998
Earlier work this paper cites.
T. Theuns, A. Leonard, G. Efstathiou, F. R. Pearce and P. A. Thomas, P ˆ 3M-SPH simulations of the Lyalpha forest , MNRAS 301
1998
Earlier work this paper cites.
M. Kennedy and A. O’Hagan, Predicting the output from a complex computer code when fast approximations are available , Biometrika 87
2000
Earlier work this paper cites.
P. Gaikwad, M. Rauch, M. G. Haehnelt, E. Puchwein, J. S. Bolton, L. C. Keating et al., Probing the thermal state of the intergalactic medium at z ¿ 5 with the transmission spikes in high-resolution Ly α \alpha forest spectra , MNRAS 494
Original
2001
Earlier work this paper cites.
S. Chabanier, F. Bournaud, Y. Dubois, N. Palanque-Delabrouille, C. Yèche, E. Armengaud et al., The impact of AGN feedback on the 1D power spectra from the Ly α \alpha forest using the Horizon-AGN suite of simulations , MNRAS 495
Original
2002
Earlier work this paper cites.
S. Bird, Y. Feng, C. Pedersen and A. Font-Ribera, More accurate simulations with separate initial conditions for baryons and dark matter , JCAP 2020
Original
2002
Earlier work this paper cites.
P. Upton Sanderbeck and S. Bird, Inhomogeneous He II reionization in hydrodynamic simulations , MNRAS 496
Original
2002
Earlier work this paper cites.
A. B. Newman, G. C. Rudie, G. A. Blanc, D. D. Kelson, S. Rhoades, T. Hare et al., LATIS: The Ly α \alpha Tomography IMACS Survey , ApJ 891
Original
2002
Earlier work this paper cites.
V. Springel and L. Hernquist, Cosmological smoothed particle hydrodynamics simulations: a hybrid multiphase model for star formation , MNRAS 339
2003
Earlier work this paper cites.
M. Viel, M. G. Haehnelt and V. Springel, Inferring the dark matter power spectrum from the Lyman α \alpha forest in high-resolution QSO absorption spectra , MNRAS 354
2004
Earlier work this paper cites.
P. McDonald, U. Seljak, R. Cen, D. Shih, D. H. Weinberg, S. Burles et al., The Linear Theory Power Spectrum from the Ly α \alpha Forest in the Sloan Digital Sky Survey , ApJ 635
2005
Earlier work this paper cites.
U. Seljak, A. Makarov, P. McDonald, S. F. Anderson, N. A. Bahcall, J. Brinkmann et al., Cosmological parameter analysis including SDSS Ly α \alpha forest and galaxy bias: Constraints on the primordial spectrum of fluctuations, neutrino mass, and dark energy , PRD 71
2005
Earlier work this paper cites.
M. Viel, J. Lesgourgues, M. G. Haehnelt, S. Matarrese and A. Riotto, Constraining warm dark matter candidates including sterile neutrinos and light gravitinos with WMAP and the Lyman- α \alpha forest , PRD 71
2005
Earlier work this paper cites.
V. Springel, The cosmological simulation code GADGET-2 , MNRAS 364
2005
Earlier work this paper cites.
V. Springel, T. Di Matteo and L. Hernquist, Modelling feedback from stars and black holes in galaxy mergers , MNRAS 361
2005
Earlier work this paper cites.
T. Di Matteo, V. Springel and L. Hernquist, Energy input from quasars regulates the growth and activity of black holes and their host galaxies , Nature 433
2005
Earlier work this paper cites.
M. Viel and M. G. Haehnelt, Cosmological and astrophysical parameters from the Sloan Digital Sky Survey flux power spectrum and hydrodynamical simulations of the Lyman α \alpha forest , MNRAS 365
2006
Earlier work this paper cites.
U. Seljak, A. Slosar and P. McDonald, Cosmological parameters from combining the Lyman- α \alpha forest with CMB, galaxy clustering and SN constraints , JCAP 2006
2006
Earlier work this paper cites.
G. Rossi, The Sejong Suite: Cosmological Hydrodynamical Simulations with Massive Neutrinos, Dark Radiation, and Warm Dark Matter , ApJ Supplement 249
Original
2007
Earlier work this paper cites.
K. K. Rogers and H. V. Peiris, Strong Bound on Canonical Ultralight Axion Dark Matter from the Lyman-Alpha Forest , PRL 126
Original
2007
Earlier work this paper cites.
T. S. Kim, J. S. Bolton, M. Viel, M. G. Haehnelt and R. F. Carswell, An improved measurement of the flux distribution of the Ly α \alpha forest in QSO absorption spectra: the effect of continuum fitting, metal contamination and noise properties , MNRAS 382
Original
2007
Earlier work this paper cites.
P. Gaikwad, R. Srianand, M. G. Haehnelt and T. R. Choudhury, A consistent and robust measurement of the thermal state of the IGM at 2 ≤ \leq z ≤ \leq 4 from a large sample of Ly α \alpha forest spectra: evidence for late and rapid He II reionization , MNRAS 506
Original
2009
Earlier work this paper cites.
M. McQuinn, A. Lidz, M. Zaldarriaga, L. Hernquist, P. F. Hopkins, S. Dutta et al., He II Reionization and its Effect on the Intergalactic Medium , ApJ 694
Original
2009
Earlier work this paper cites.
J. S. Bolton and G. D. Becker, Resolving the high redshift Ly α \alpha forest in smoothed particle hydrodynamics simulations , MNRAS 398
Original
2009
Earlier work this paper cites.

Similar

V. Springel, R. Pakmor, O. Zier and M. Reinecke, Simulating cosmic structure formation with the GADGET-4 code , MNRAS 506
Original
2010
Cited alongside, same era.
J. I. Read, T. Hayfield and O. Agertz, Resolving mixing in smoothed particle hydrodynamics , MNRAS 405
Original
2010
Cited alongside, same era.
T. Okamoto, C. S. Frenk, A. Jenkins and T. Theuns, The properties of satellite galaxies in simulations of galaxy formation , MNRAS 406
Original
2010
Cited alongside, same era.
C. Pedersen, A. Font-Ribera, K. K. Rogers, P. McDonald, H. V. Peiris, A. Pontzen et al., An emulator for the Lyman- α \alpha forest in beyond- Λ \Lambda CDM cosmologies , JCAP 2021
Original
2011
Cited alongside, same era.
A. Slosar, A. Font-Ribera, M. M. Pieri, J. Rich, J.-M. Le Goff, É. Aubourg et al., The Lyman- α \alpha forest in three dimensions: measurements of large scale flux correlations from BOSS 1st-year data , JCAP 2011

Then

10.5281/zenodo.1451799
Y. Feng, S. Bird, L. Anderson, A. Font-Ribera and C. Pedersen, Mp-gadget/mp-gadget: A tag for getting a doi , Oct., 2018 · 2018
Later among the works it cites.
Planck Collaboration, N. Aghanim, Y. Akrami, M. Ashdown, J. Aumont, C. Baccigalupi et al., Planck 2018 results. VI. Cosmological parameters , arXiv e-prints (2018) arXiv:1807.06209 [ 1807.06209 ]
Original
2018
Later among the works it cites.
A. Pillepich, V. Springel, D. Nelson, S. Genel, J. Naiman, R. Pakmor et al., Simulating galaxy formation with the IllustrisTNG model , MNRAS 473
Original
2018
Later among the works it cites.
K.-G. Lee, A. Krolewski, M. White, D. Schlegel, P. E. Nugent, J. F. Hennawi et al., First Data Release of the COSMOS Ly α \alpha Mapping and Tomography Observations: 3D Ly α \alpha Forest Tomography at 2.05 ¡ z ¡ 2.55 , ApJ Supplement 237
Original
2018
Later among the works it cites.
S. Bird, K. K. Rogers, H. V. Peiris, L. Verde, A. Font-Ribera and A. Pontzen, An emulator for the Lyman- α \alpha forest , JCAP 2019

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…

2011

Cited alongside, same era.

J. Lesgourgues, The Cosmic Linear Anisotropy Solving System (CLASS) I: Overview , ArXiv e-prints (2011) [ 1104.2932 ]

2011

Cited alongside, same era.

GPy, “GPy: A gaussian process framework in python.” http://github.com/SheffieldML/GPy , since 2012

2012

Cited alongside, same era.

M. Viel, G. D. Becker, J. S. Bolton and M. G. Haehnelt, Warm dark matter as a solution to the small scale crisis: New constraints from high redshift Lyman- α \alpha forest data , PRD 88

2013

Cited alongside, same era.

M. Viel, J. Schaye and C. M. Booth, The impact of feedback from galaxy formation on the Lyman α \alpha transmitted flux , MNRAS 429

2013

Cited alongside, same era.

P. F. Hopkins, A general class of Lagrangian smoothed particle hydrodynamics methods and implications for fluid mixing problems , MNRAS 428

2013

Cited alongside, same era.

A. Rahmati, A. H. Pawlik, M. Raičević and J. Schaye, On the evolution of the H I column density distribution in cosmological simulations , MNRAS 430

2013

Cited alongside, same era.

N. Battaglia, H. Trac, R. Cen and A. Loeb, Reionization on Large Scales. I. A Parametric Model Constructed from Radiation-hydrodynamic Simulations , ApJ 776

2013

Cited alongside, same era.

2019

Later among the works it cites.

M. Walther, J. Oñorbe, J. F. Hennawi and Z. Lukić, New Constraints on IGM Thermal Evolution from the Ly α \alpha Forest Power Spectrum , ApJ 872

2019

Later among the works it cites.

S. Chabanier, N. Palanque-Delabrouille, C. Yèche, J.-M. Le Goff, E. Armengaud, J. Bautista et al., The one-dimensional power spectrum from the SDSS DR14 Ly α \alpha forests , JCAP 2019

2019

Later among the works it cites.

E. Boera, G. D. Becker, J. S. Bolton and F. Nasir, Revealing Reionization with the Thermal History of the Intergalactic Medium: New Constraints from the Ly α \alpha Flux Power Spectrum , ApJ 872

2019

Later among the works it cites.

E. Puchwein, F. Haardt, M. G. Haehnelt and P. Madau, Consistent modelling of the meta-galactic UV background and the thermal/ionization history of the intergalactic medium , MNRAS 485

2019

Later among the works it cites.

A. Garzilli, A. Magalich, T. Theuns, C. S. Frenk, C. Weniger, O. Ruchayskiy et al., The Lyman- α \alpha forest as a diagnostic of the nature of the dark matter , MNRAS 489

2019

Later among the works it cites.

A. D’Aloisio, M. McQuinn, O. Maupin, F. B. Davies, H. Trac, S. Fuller et al., Heating of the Intergalactic Medium by Hydrogen Reionization , ApJ 874

2019

Later among the works it cites.

G. Worseck, F. B. Davies, J. F. Hennawi and J. X. Prochaska, The Evolution of the He II-ionizing Background at Redshifts 2.3 ¡ z ¡ 3.8 Inferred from a Statistical Sample of 24 HST/COS He II Ly α \alpha Absorption Spectra , ApJ 875

2019

Later among the works it cites.

K. K. Rogers, H. V. Peiris, A. Pontzen, S. Bird, L. Verde and A. Font-Ribera, Bayesian emulator optimisation for cosmology: application to the Lyman-alpha forest , JCAP 2019

Original

2019

Later among the works it cites.

N. Chen, Y. Ni, M. Tremmel, T. Di Matteo, S. Bird, C. DeGraf et al., Dynamical Friction Modeling of Massive Black Holes in Cosmological Simulations and Effects on Merger Rate Predictions , arXiv e-prints (2021) arXiv:2104.00021 [ 2104.00021 ]

2021

Later among the works it cites.

A. Paleyes, M. Pullin, M. Mahsereci, C. McCollum, N. D. Lawrence and J. Gonzalez, Emulation of physical processes with Emukit , arXiv e-prints (2021) arXiv:2110.13293 [ 2110.13293 ]

2021

Later among the works it cites.

M.-F. Ho, S. Bird and R. Garnett, Damped Lyman- α \alpha absorbers from Sloan digital sky survey DR16Q with Gaussian processes , MNRAS 507

2021

Later among the works it cites.

Y. Ni, T. Di Matteo, S. Bird, R. Croft, Y. Feng, N. Chen et al., The ASTRID simulation: the evolution of supermassive black holes , MNRAS 513

2022

Later among the works it cites.

S. Bird, Y. Ni, T. Di Matteo, R. Croft, Y. Feng and N. Chen, The ASTRID simulation: galaxy formation and reionization , MNRAS 512

2022

Later among the works it cites.

C. Pedersen, A. Font-Ribera and N. Y. Gnedin, Compressing the cosmological information in one-dimensional correlations of the Lyman- α \alpha forest , arXiv e-prints (2022) arXiv:2209.09895 [ 2209.09895 ]

2022

Later among the works it cites.

M. Esposito, V. Iršič, M. Costanzi, S. Borgani, A. Saro and M. Viel, Weighing cosmic structures with clusters of galaxies and the intergalactic medium , MNRAS 515

2022

Later among the works it cites.

E. Puchwein, J. S. Bolton, L. C. Keating, M. Molaro, P. Gaikwad, G. Kulkarni et al., The Sherwood-Relics simulations: overview and impact of patchy reionization and pressure smoothing on the intergalactic medium , arXiv e-prints (2022) arXiv:2207.13098 [ 2207.13098 ]

2022

Later among the works it cites.

M.-F. Ho, S. Bird and C. R. Shelton, Multi-fidelity emulation for the matter power spectrum using Gaussian processes , MNRAS 509

2022

Later among the works it cites.

M. A. Fernandez, M.-F. Ho and S. Bird, A multifidelity emulator for the Lyman- α \alpha forest flux power spectrum , MNRAS 517

2022

Later among the works it cites.

N. G. Karaçaylı, N. Padmanabhan, A. Font-Ribera, V. Iršič, M. Walther, D. Brooks et al., Optimal 1D Ly α \alpha forest power spectrum estimation - II. KODIAQ, SQUAD, and XQ-100 , MNRAS 509

2022

Later among the works it cites.

B. Villasenor, B. Robertson, P. Madau and E. Schneider, Inferring the Thermal History of the Intergalactic Medium from the Properties of the Hydrogen and Helium Ly α \alpha Forest , ApJ 933

Original

2022

Later among the works it cites.

B. Horowitz, K.-G. Lee, M. Ata, T. Müller, A. Krolewski, J. X. Prochaska et al., Second Data Release of the COSMOS Ly α \alpha Mapping and Tomography Observations: The First 3D Maps of the Detailed Cosmic Web at 2.05 ¡ z ¡ 2.55 , ApJ Supplement 263

2022

Later among the works it cites.

M. Qezlou, A. B. Newman, G. C. Rudie and S. Bird, Characterizing Protoclusters and Protogroups at z 2.5 Using Ly α \alpha Tomography , ApJ 930

2022

Later among the works it cites.

Y. Zhu, G. D. Becker, S. E. I. Bosman, L. C. Keating, V. D’Odorico, R. L. Davies et al., Long Dark Gaps in the Ly β \beta Forest at z ¡ 6: Evidence of Ultra-late Reionization from XQR-30 Spectra , ApJ 932

2022

Later among the works it cites.

Y. Ni, T. Di Matteo, S. Bird, R. Croft, Y. Feng, N. Chen et al., The ASTRID simulation: the evolution of supermassive black holes , MNRAS 513

2022

Later among the works it cites.

S. Chabanier, J. D. Emberson, Z. Lukić, J. Pulido, S. Habib, E. Rangel et al., Modeling the Lyman- α \alpha forest with Eulerian and SPH hydrodynamical methods , arXiv e-prints (2022) arXiv:2207.05023 [ 2207.05023 ]

2022

Later among the works it cites.

N. G. Karaçaylı, N. Padmanabhan, A. Font-Ribera, V. Iršič, M. Walther, D. Brooks et al., Optimal 1D Ly α \alpha forest power spectrum estimation - II. KODIAQ, SQUAD, and XQ-100 , MNRAS 509

2022

Later among the works it cites.

M. Molaro, V. Iršič, J. S. Bolton, L. C. Keating, E. Puchwein, P. Gaikwad et al., The effect of inhomogeneous reionization on the Lyman α \alpha forest power spectrum at redshift z ¿ 4: implications for thermal parameter recovery , MNRAS 509

2022

Later among the works it cites.

M. T. Tillman, B. Burkhart, S. Tonnesen, S. Bird, G. L. Bryan, D. Anglés-Alcázar et al., Evidence for efficient long-range AGN jet feedback from the low redshift Lyman- α \alpha forest , arXiv e-prints (2022) arXiv:2210.02467 [ 2210.02467 ]

2022

Later among the works it cites.

A. Cuceu, A. Font-Ribera, S. Nadathur, B. Joachimi and P. Martini, New constraints on the expansion rate at redshift 2.3 from the Lyman- α \alpha forest , arXiv e-prints (2022) arXiv:2209.13942 [ 2209.13942 ]

2022

Later among the works it cites.

L. Cabayol-Garcia, J. Chaves-Montero, A. Font-Ribera and C. Pedersen, A neural network emulator for the Lyman- α \alpha 1D flux power spectrum , arXiv e-prints (2023) arXiv:2305.19064 [ 2305.19064 ]

2023

Closest in time.

B. Hadzhiyska, A. Font-Ribera, A. Cuceu, S. Chabanier, J. N. Aguilar, D. Brooks et al., Planting a Lyman alpha forest on AbacusSummit , arXiv e-prints (2023) arXiv:2305.08899 [ 2305.08899 ]

2023

Closest in time.

L. Yang, Z. Zheng and T. S. Kim, Constraining the Temperature-Density Relation of the Inter-Galactic Medium from Analytically Modeling Lyman-alpha Forest Absorbers , arXiv e-prints (2023) arXiv:2302.04628 [ 2302.04628 ]

2023

Closest in time.

Y. Ni, S. Genel, D. Anglés-Alcázar, F. Villaescusa-Navarro, Y. Jo, S. Bird et al., The CAMELS project: Expanding the galaxy formation model space with new ASTRID and 28-parameter TNG and SIMBA suites , arXiv e-prints (2023) arXiv:2304.02096 [ 2304.02096 ]

2023

Closest in time.

M. T. Tillman, B. Burkhart, S. Tonnesen, S. Bird, G. L. Bryan, D. Anglés-Alcázar et al., An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low Redshift Lyman- α \alpha Forest , in preparation (2023)

2023

Closest in time.

M. Qezlou, S. Bird, A. Lidz, G. Sun, A. B. Newman, G. C. Rudie et al., Boosting Line Intensity Map Signal-to-Noise with the Ly- α \alpha Forest Cross-Correlation , arXiv e-prints (2023) arXiv:2303.17632 [ 2303.17632 ]

2023

Closest in time.

J. S. Bolton, M. Viel, T. S. Kim, M. G. Haehnelt and R. F. Carswell, Possible evidence for an inverted temperature-density relation in the intergalactic medium from the flux distribution of the Ly α \alpha forest , MNRAS 386

Original

2064

Closest in time.