publications

Collaboration related publications for 2023-2024

2024

  1. Learning the Universe: Cosmological and Astrophysical Parameter Inference with Galaxy Luminosity Functions and Colours
    Christopher C. Lovell, Tjitske Starkenburg, Matthew Ho , and 9 more authors
    2024
  2. Percolation Statistics in the MillenniumTNG Simulations
    Eniko Regos, Volker Springel, Sownak Bose , and 2 more authors
    arXiv e-prints, Jul 2024
  3. PineTree: A generative, fast, and differentiable halo model for wide-field galaxy surveys
    Simon Ding, Guilhem Lavaux, and Jens Jasche
    Astronomy and Astrophysics, Oct 2024
  4. A unified accretion disc model for supermassive black holes in galaxy formation simulations: method and implementation
    Sophie Koudmani, Rachel S. Somerville, Debora Sijacki , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Jul 2024
  5. Improving the accuracy of halo mass based statistics for fast approximate N-body simulations
    Yiheng Wu, Hong Guo, and Volker Springel
    Monthly Notices of the Royal Astronomical Society, Jul 2024
  6. Introducing the BRAHMA simulation suite: signatures of low-mass black hole seeding models in cosmological simulations
    Aklant K. Bhowmick, Laura Blecha, Paul Torrey , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Jul 2024
  7. Observational Predictions for the Survival of Atomic Hydrogen in Simulated Fornax-like Galaxy Clusters
    Avinash Chaturvedi, Stephanie Tonnesen, Greg L. Bryan , and 4 more authors
    The Astrophysical Journal, Jul 2024
  8. Caustics: A Python Package for Accelerated Strong Gravitational Lensing Simulations
    Connor Stone, Alexandre Adam, Adam Coogan , and 9 more authors
    arXiv e-prints, Jun 2024
  10. Ray-tracing vs. Born approximation in full-sky weak lensing simulations of the MillenniumTNG project
    Fulvio Ferlito, Christopher T. Davies, Volker Springel , and 7 more authors
    arXiv e-prints, Jun 2024
  11. Equilibrium States of Galactic Atmospheres II: Interpretation and Implications
    G. M. Voit, C. Carr, D. B. Fielding , and 5 more authors
    arXiv e-prints, Jun 2024
  12. Equilibrium States of Galactic Atmospheres I: The Flip Side of Mass Loading
    G. M. Voit, V. Pandya, D. B. Fielding , and 5 more authors
    arXiv e-prints, Jun 2024
  14. Constrained cosmological simulations of the Local Group using Bayesian hierarchical field-level inference
    Ewoud Wempe, Guilhem Lavaux, Simon D. M. White , and 3 more authors
    arXiv e-prints, Jun 2024
  15. Point cloud approach to generative modeling for galaxy surveys at the field level
    Carolina Cuesta-Lazaro, and Siddharth Mishra-Sharma
    Physical Review D, Jun 2024
  16. An antihalo void catalogue of the Local Super-Volume
    Stephen Stopyra, Hiranya V. Peiris, Andrew Pontzen , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jun 2024
  17. The host dark matter haloes of the first quasars
    Tiago Costa
    Monthly Notices of the Royal Astronomical Society, Jun 2024
  18. Characterizing ultra-high-redshift dark matter halo demographics and assembly histories with the GUREFT simulations
    L. Y. Aaron Yung, Rachel S. Somerville, Tri Nguyen , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Jun 2024
  19. Zooming by in the CARPoolGP Lane: New CAMELS-TNG Simulations of Zoomed-in Massive Halos
    Max E. Lee, Shy Genel, Benjamin D. Wandelt , and 10 more authors
    The Astrophysical Journal, Jun 2024
  20. The Interplay between the Initial Mass Function and Star Formation Efficiency through Radiative Feedback at High Stellar Surface Densities
    Shyam H. Menon, Lachlan Lancaster, Blakesley Burkhart , and 3 more authors
    The Astrophysical Journall, Jun 2024
  21. Katachi (形): Decoding the Imprints of Past Star Formation on Present-day Morphology in Galaxies with Interpretable CNNs
    Juan Pablo Alfonzo, Kartheik G. Iyer, Masayuki Akiyama , and 8 more authors
    The Astrophysical Journal, Jun 2024
  22. Toward Cosmological Simulations of the Magnetized Intracluster Medium with Resolved Coulomb Collision Scale
    Ulrich P. Steinwandel, Klaus Dolag, Ludwig M. Böss , and 1 more author
    The Astrophysical Journal, Jun 2024
  23. A precise symbolic emulator of the linear matter power spectrum
    Deaglan J. Bartlett, Lukas Kammerer, Gabriel Kronberger , and 6 more authors
    Astronomy and Astrophysics, Jun 2024
  24. SYREN-HALOFIT: A fast, interpretable, high-precision formula for the \ensuremathΛCDM nonlinear matter power spectrum
    Deaglan J. Bartlett, Benjamin D. Wandelt, Matteo Zennaro , and 2 more authors
    Astronomy and Astrophysics, Jun 2024
  25. Metallicity Dependence of Pressure-regulated Feedback-modulated Star Formation in the TIGRESS-NCR Simulation Suite
    Chang-Goo Kim, Eve C. Ostriker, Jeong-Gyu Kim , and 8 more authors
    \apj, Sep 2024
  26. Cosmology from point clouds
    Atrideb Chatterjee, and Francisco Villaescusa-Navarro
    arXiv e-prints, May 2024
  27. Host-galaxy stars can dominate the ionizing radiation field of the circumgalactic medium in galaxies at Cosmic Noon
    Francisco Holguin, Christopher C. Hayward, Xiangcheng Ma , and 2 more authors
    arXiv e-prints, May 2024
  28. Magnetized Accretion onto and Feedback from Supermassive Black Holes in Elliptical Galaxies
    Minghao Guo, James M. Stone, Eliot Quataert , and 1 more author
    arXiv e-prints, May 2024
  29. A calibrated model for N-body dynamical friction acting on supermassive black holes
    Anna Genina, Volker Springel, and Antti Rantala
    arXiv e-prints, May 2024
  31. Ejection and Dynamics of Aggregates in the Coma of Comet 67P/Churyumov-Gerasimenko
    Pablo Lemos, Jessica Agarwal, Raphael Marschall , and 1 more author
    arXiv e-prints, May 2024
  32. Denoising Diffusion Delensing Delight: Reconstructing the Non-Gaussian CMB Lensing Potential with Diffusion Models
    Thomas Flöss, William R. Coulton, Adriaan J. Duivenvoorden , and 2 more authors
    arXiv e-prints, May 2024
  33. Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo
    Nayantara Mudur, Carolina Cuesta-Lazaro, and Douglas P. Finkbeiner
    arXiv e-prints, May 2024
  34. Geometry, Dissipation, Cooling, and the Dynamical Evolution of Wind-Blown Bubbles
    Lachlan Lancaster, Eve C. Ostriker, Chang-Goo Kim , and 2 more authors
    arXiv e-prints, May 2024
  35. Bye bye, local bias: the statistics of the halo field are poorly determined by the local mass density
    Deaglan J. Bartlett, Matthew Ho, and Benjamin D. Wandelt
    arXiv e-prints, May 2024
  36. Velocity reconstruction in the era of DESI and Rubin/LSST. II. Realistic samples on the light cone
    Boryana Hadzhiyska, Simone Ferraro, Bernardita Ried Guachalla , and 1 more author
    Physical Review D, May 2024
  37. Velocity reconstruction in the era of DESI and Rubin/LSST. I. Exploring spectroscopic, photometric, and hybrid samples
    Bernardita Ried Guachalla, Emmanuel Schaan, Boryana Hadzhiyska , and 1 more author
    Physical Review D, May 2024
  38. Modest set of simulations of local-type primordial non-Gaussianity in the DESI era
    Boryana Hadzhiyska, Lehman H. Garrison, Daniel J. Eisenstein , and 1 more author
    Physical Review D, May 2024
  39. Constraints on dark matter and astrophysics from tomographic \ensuremathγ -ray cross-correlations
    Anya Paopiamsap, David Alonso, Deaglan J. Bartlett , and 1 more author
    Physical Review D, May 2024
  40. Accretion onto disc galaxies via hot and rotating CGM inflows
    Jonathan Stern, Drummond Fielding, Zachary Hafen , and 5 more authors
    Monthly Notices of the Royal Astronomical Society, May 2024
  41. The effect of cosmic rays on the observational properties of the CGM
    Daniel DeFelippis, Frédéric Bournaud, Nicolas Bouché , and 5 more authors
    Monthly Notices of the Royal Astronomical Society, May 2024
  42. Cosmology with Galaxy Photometry Alone
    ChangHoon Hahn, Francisco Villaescusa-Navarro, Peter Melchior , and 1 more author
    The Astrophysical Journall, May 2024
  43. Taming the TuRMoiL: The Temperature Dependence of Turbulence in Cloud–Wind Interactions
    Matthew W. Abruzzo, Drummond B. Fielding, and Greg L. Bryan
    The Astrophysical Journal, May 2024
  44. Building Trustworthy Machine Learning Models for Astronomy
    M. Ntampaka, M. Ho, and B. Nord
    In Astronomical Society of the Pacific Conference Series , May 2024
  45. Nonthermal Signatures of Radiative Supernova Remnants
    Rebecca Diesing, Minghao Guo, Chang-Goo Kim , and 2 more authors
    arXiv e-prints, Apr 2024
  47. {\textbackslashsc SimBIG}: Cosmological Constraints using Simulation-Based Inference of Galaxy Clustering with Marked Power Spectra
    Elena Massara, ChangHoon Hahn, Michael Eickenberg , and 7 more authors
    arXiv e-prints, Apr 2024
  48. Reconstructing Robust Background IFU spectra using Machine Learning
    Carter Lee Rhea, Julie Hlavacek-Larrondo, Justine Giroux , and 6 more authors
    arXiv e-prints, Apr 2024
  49. Field-level simulation-based inference of galaxy clustering with convolutional neural networks
    Pablo Lemos, Liam Parker, ChangHoon Hahn , and 9 more authors
    Physical Review D, Apr 2024
  50. Galaxy clustering analysis with SimBIG and the wavelet scattering transform
    Bruno Régaldo-Saint Blancard, ChangHoon Hahn, Shirley Ho , and 9 more authors
    Physical Review D, Apr 2024
  51. Cosmological constraints from the nonlinear galaxy bispectrum
    ChangHoon Hahn, Michael Eickenberg, Shirley Ho , and 8 more authors
    Physical Review D, Apr 2024
  52. Cosmological baryon spread and impact on matter clustering in CAMELS
    Matthew Gebhardt, Daniel Anglés-Alcázar, Josh Borrow , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Apr 2024
  53. Representing low-mass black hole seeds in cosmological simulations: A new sub-grid stochastic seed model
    Aklant K. Bhowmick, Laura Blecha, Paul Torrey , and 5 more authors
    Monthly Notices of the Royal Astronomical Society, Apr 2024
  54. The origin of lopsided satellite galaxy distribution around isolated systems in MillenniumTNG
    Yikai Liu, Peng Wang, Hong Guo , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Apr 2024
  55. Merger-tree-based Galaxy Matching: A Comparative Study across Different Resolutions
    Minyong Jung, Ji-hoon Kim, Boon Kiat Oh , and 3 more authors
    The Astrophysical Journal, Apr 2024
  56. Leaving No Branches Behind: Predicting Baryonic Properties of Galaxies from Merger Trees
    Chen-Yu Chuang, Christian Kragh Jespersen, Yen-Ting Lin , and 2 more authors
    The Astrophysical Journal, Apr 2024
  57. It’s a Breeze: The Circumgalactic Medium of a Dwarf Galaxy is Easy to Strip
    Jingyao Zhu, Stephanie Tonnesen, Greg L. Bryan , and 1 more author
    arXiv e-prints, Mar 2024
  58. Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies with CAMELS
    Victoria Ono, Core Francisco Park, Nayantara Mudur , and 3 more authors
    arXiv e-prints, Mar 2024
  59. Sunyaev-Zeldovich Signals from L^* Galaxies: Observations, Analytics, and Simulations
    Yossi Oren, Amiel Sternberg, Christopher F. McKee , and 2 more authors
    arXiv e-prints, Mar 2024
  60. Signatures of Circumbinary Disk Dynamics in Multi-Messenger Population Studies of Massive Black Hole Binaries
    Magdalena Siwek, Luke Zoltan Kelley, and Lars Hernquist
    arXiv e-prints, Mar 2024
  61. Examining Lyman-alpha Emitters through MillenniumTNG in anticipation of DESI-II
    Jyotsna Ravi, Boryana Hadzhiyska, Martin White , and 2 more authors
    arXiv e-prints, Mar 2024
  62. Quijote-PNG: Optimizing the summary statistics to measure Primordial non-Gaussianity
    Gabriel Jung, Andrea Ravenni, Michele Liguori , and 4 more authors
    arXiv e-prints, Mar 2024
  63. Statistics of thermal gas pressure as a probe of cosmology and galaxy formation
    Ziyang Chen, Drew Jamieson, Eiichiro Komatsu , and 8 more authors
    Physical Review D, Mar 2024
  64. Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison
    Niall Jeffrey, and Benjamin D. Wandelt
    Machine Learning: Science and Technology, Mar 2024
  65. Cosmic-Ray Acceleration of Galactic Outflows in Multiphase Gas
    Lucia Armillotta, Eve C. Ostriker, Chang-Goo Kim , and 1 more author
    The Astrophysical Journal, Mar 2024
  66. The Origins of Gas Accreted by Supermassive Black Holes: The Importance of Recycled Gas
    Ena Choi, Rachel S. Somerville, Jeremiah P. Ostriker , and 2 more authors
    The Astrophysical Journal, Mar 2024
  67. Galaxies Going Bananas: Inferring the 3D Geometry of High-redshift Galaxies with JWST-CEERS
    Viraj Pandya, Haowen Zhang, Marc Huertas-Company , and 53 more authors
    The Astrophysical Journal, Mar 2024
  68. On the Significance of Rare Objects at High Redshift: The Impact of Cosmic Variance
    Christian Kragh Jespersen, Charles L. Steinhardt, Rachel S. Somerville , and 1 more author
    arXiv e-prints, Feb 2024
  69. The baryon cycle in modern cosmological hydrodynamical simulations
    Ruby J. Wright, Rachel S. Somerville, Claudia del P. Lagos , and 4 more authors
    arXiv e-prints, Feb 2024
  70. LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology
    Matthew Ho, Deaglan J. Bartlett, Nicolas Chartier , and 12 more authors
    arXiv e-prints, Feb 2024
  71. Cloud atlas: navigating the multiphase landscape of tempestuous galactic winds
    Brent Tan, and Drummond B. Fielding
    Monthly Notices of the Royal Astronomical Society, Feb 2024
  72. Differentiable Cosmological Simulation with the Adjoint Method
    Yin Li, Chirag Modi, Drew Jamieson , and 5 more authors
    The Astrophysical Journals, Feb 2024
  73. Bright z \ensuremath∼ 9 Galaxies in Parallel: The Bright End of the Rest-frame UV Luminosity Function from HST Parallel Programs
    Micaela B. Bagley, Steven L. Finkelstein, Sofı́a Rojas-Ruiz , and 7 more authors
    The Astrophysical Journal, Feb 2024
  74. Deciphering baryonic feedback with galaxy clusters
    Chun-Hao To, Shivam Pandey, Elisabeth Krause , and 3 more authors
    arXiv e-prints, Jan 2024
  75. GODMAX: Modeling gas thermodynamics and matter distribution using JAX
    Shivam Pandey, Jaime Salcido, Chun-Hao To , and 4 more authors
    arXiv e-prints, Jan 2024
  76. Can we constrain warm dark matter masses with individual galaxies?
    Shurui Lin, Francisco Villaescusa-Navarro, Jonah Rose , and 9 more authors
    arXiv e-prints, Jan 2024
  78. Supersonic turbulence simulations with GPU-based high-order Discontinuous Galerkin hydrodynamics
    Miha Cernetic, Volker Springel, Thomas Guillet , and 1 more author
    arXiv e-prints, Jan 2024
  79. Posterior sampling of the initial conditions of the universe from non-linear large scale structures using score-based generative models
    Ronan Legin, Matthew Ho, Pablo Lemos , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  80. The connection between mergers and AGN activity in simulated and observed massive galaxies
    Ray S. Sharma, Ena Choi, Rachel S. Somerville , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  81. The impact of halo concentration on the Sunyaev Zel’dovich effect signal from massive galaxy clusters
    Eric J. Baxter, Shivam Pandey, Susmita Adhikari , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  82. Clouds of Theseus: long-lived molecular clouds are composed of short-lived H_2 molecules
    Sarah M. R. Jeffreson, Vadim A. Semenov, and Mark R. Krumholz
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  83. Are the ultra-high-redshift galaxies at z > 10 surprising in the context of standard galaxy formation models?
    L. Y. Aaron Yung, Rachel S. Somerville, Steven L. Finkelstein , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  84. ARKENSTONE - I. A novel method for robustly capturing high specific energy outflows in cosmological simulations
    Matthew C. Smith, Drummond B. Fielding, Greg L. Bryan , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  85. Arkenstone – II. A model for unresolved cool clouds entrained in galactic winds in cosmological simulations
    Matthew C. Smith, Drummond B. Fielding, Greg L. Bryan , and 4 more authors
    arXiv e-prints, Aug 2024
  86. The growth of the gargantuan black holes powering high-redshift quasars and their impact on the formation of early galaxies and protoclusters
    Jake S. Bennett, Debora Sijacki, Tiago Costa , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  87. Inferring warm dark matter masses with deep learning
    Jonah C. Rose, Paul Torrey, Francisco Villaescusa-Navarro , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  88. Seeding the CGM: how satellites populate the cold phase of milky way haloes
    Manami Roy, Kung-Yi Su, Stephanie Tonnesen , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2024
  89. Disappearing Galaxies: The Orientation Dependence of JWST-bright, HST-dark, Star-forming Galaxy Selection
    R. K. Cochrane, D. Anglés-Alcázar, F. Cullen , and 1 more author
    The Astrophysical Journal, Jan 2024
  90. The Structure and Composition of Multiphase Galactic Winds in a Large Magellanic Cloud Mass Simulated Galaxy
    Ulrich P. Steinwandel, Chang-Goo Kim, Greg L. Bryan , and 3 more authors
    The Astrophysical Journal, Jan 2024
  91. When and How Ram Pressure Stripping in Low-mass Satellite Galaxies Enhances Star Formation
    Jingyao Zhu, Stephanie Tonnesen, and Greg L. Bryan
    The Astrophysical Journal, Jan 2024
  92. Black Hole Growth, Baryon Lifting, Star Formation, and IllustrisTNG
    G. Mark Voit, Benjamin D. Oppenheimer, Eric F. Bell , and 2 more authors
    The Astrophysical Journal, Jan 2024
  93. Learning the Universe: GalactISM simulations of resolved star formation and galactic outflows across main sequence and quenched galactic environments
    Sarah M. R. Jeffreson, Eve C. Ostriker, Chang-Goo Kim , and 5 more authors
    arXiv e-prints, Sep 2024
  95. MANTICORE 2M++
    S. McAlpine, J. Jasche, and  others
    in prep., Jul 2024
  96. MANTICORE main
    J. Jasche, and  others
    in prep., Jul 2024
  97. COmoving Computer Acceleration (COCA): N-body simulations in an emulated frame of reference
    Deaglan J. Bartlett, Marco Chiarenza, Ludvig Doeser , and 1 more author
    arXiv e-prints, Sep 2024
  98. syren-new: Precise formulae for the linear and nonlinear matter power spectra with massive neutrinos and dynamical dark energy
    Ce Sui, Deaglan J. Bartlett, Shivam Pandey , and 3 more authors
    arXiv e-prints, Oct 2024
  99. Hybrid summary statistics: neural weak lensing inference beyond the power spectrum
    T. Lucas Makinen, Alan Heavens, Natalia Porqueres , and 3 more authors
    arXiv e-prints, Jul 2024
  100. Hybrid Summary Statistics
    T. Lucas Makinen, Ce Sui, Benjamin D. Wandelt , and 2 more authors
    arXiv e-prints, Oct 2024
  101. CHARM: Creating Halos with Auto-Regressive Multi-stage networks
    Shivam Pandey, Chirag Modi, Benjamin D. Wandelt , and 7 more authors
    arXiv e-prints, Sep 2024

2023

  1. The impact of cosmic ray feedback on the reionisation of the Universe
    M. Farcy, J. Rosdahl, Y. Dubois , and 2 more authors
    In SF2A-2023: Proceedings of the Annual meeting of the French Society of Astronomy and Astrophysics , Dec 2023
  2. Bayesian Inference of Initial Conditions from Non-Linear Cosmic Structures using Field-Level Emulators
    Ludvig Doeser, Drew Jamieson, Stephen Stopyra , and 3 more authors
    arXiv e-prints, Dec 2023
  3. Predicting the impact of feedback on matter clustering with machine learning in CAMELS
    Ana Maria Delgado, Daniel Anglés-Alcázar, Leander Thiele , and 7 more authors
    Monthly Notices of the Royal Astronomical Society, Dec 2023
  4. Marginal post-processing of Bayesian inference products with normalizing flows and kernel density estimators
    Harry T. J. Bevins, William J. Handley, Pablo Lemos , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Dec 2023
  5. Emulating radiative transfer with artificial neural networks
    Snigdaa S. Sethuram, Rachel K. Cochrane, Christopher C. Hayward , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Dec 2023
  6. Emission-line properties of IllustrisTNG galaxies: from local diagnostic diagrams to high-redshift predictions for JWST
    Michaela Hirschmann, Stephane Charlot, Anna Feltre , and 8 more authors
    Monthly Notices of the Royal Astronomical Society, Dec 2023
  7. High-redshift metallicity calibrations for JWST spectra: insights from line emission in cosmological simulations
    Michaela Hirschmann, Stephane Charlot, and Rachel S. Somerville
    Monthly Notices of the Royal Astronomical Society, Dec 2023
  8. Rediscovering orbital mechanics with machine learning
    Pablo Lemos, Niall Jeffrey, Miles Cranmer , and 2 more authors
    Machine Learning: Science and Technology, Dec 2023
  9. Predicting interloper fraction with graph neural networks
    Elena Massara, Francisco Villaescusa-Navarro, and Will J. Percival
    Journal of Cosmology and Astroparticle Physics, Dec 2023
  10. The CAMELS Project: Expanding the Galaxy Formation Model Space with New ASTRID and 28-parameter TNG and SIMBA Suites
    Yueying Ni, Shy Genel, Daniel Anglés-Alcázar , and 12 more authors
    The Astrophysical Journal, Dec 2023
  11. An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low-redshift Ly\ensuremathα Forest
    Megan Taylor Tillman, Blakesley Burkhart, Stephanie Tonnesen , and 9 more authors
    Astronomical Journal, Dec 2023
  12. Learning an Effective Evolution Equation for Particle-Mesh Simulations Across Cosmologies
    Nicolas Payot, Pablo Lemos, Laurence Perreault-Levasseur , and 3 more authors
    arXiv e-prints, Nov 2023
  13. Unraveling the Mysteries of Galaxy Clusters: Recurrent Inference Deconvolution of X-ray Spectra
    Carter Rhea, Julie Hlavacek-Larrondo, Ralph Kraft , and 3 more authors
    arXiv e-prints, Nov 2023
  14. Bayesian Imaging for Radio Interferometry with Score-Based Priors
    Noe Dia, M. J. Yantovski-Barth, Alexandre Adam , and 5 more authors
    arXiv e-prints, Nov 2023
  15. Active learning meets fractal decision boundaries: a cautionary tale from the Sitnikov three-body problem
    Nicolas Payot, Mario Pasquato, Alessandro Alberto Trani , and 2 more authors
    arXiv e-prints, Nov 2023
  16. Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors
    Alexandre Adam, Connor Stone, Connor Bottrell , and 3 more authors
    arXiv e-prints, Nov 2023
  17. Dynamics and spin alignment in massive, gravito-turbulent circumbinary discs around supermassive black hole binaries
    Martin A. Bourne, Davide Fiacconi, Debora Sijacki , and 2 more authors
    arXiv e-prints, Nov 2023
  18. The search for the lost attractor
    Mario Pasquato, Syphax Haddad, Pierfrancesco Di Cintio , and 8 more authors
    arXiv e-prints, Nov 2023
  19. Analysis of the subsolar-mass black hole candidate SSM200308 from the second part of the third observing run of Advanced LIGO-Virgo
    Marine Prunier, Gonzalo Morrás, José Francisco Nuño Siles , and 3 more authors
    arXiv e-prints, Nov 2023
  20. Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models
    Core Francisco Park, Victoria Ono, Nayantara Mudur , and 2 more authors
    arXiv e-prints, Nov 2023
  21. Optimal simulation-based Bayesian decisions
    Justin Alsing, Thomas D. P. Edwards, and Benjamin Wandelt
    arXiv e-prints, Nov 2023
  22. Marginalised Normal Regression: Unbiased curve fitting in the presence of x-errors
    Deaglan J. Bartlett, and Harry Desmond
    The Open Journal of Astrophysics, Nov 2023
  23. On the impact of runaway stars on dwarf galaxies with resolved interstellar medium
    Ulrich P. Steinwandel, Greg L. Bryan, Rachel S. Somerville , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Nov 2023
  24. Interpreting Sunyaev-Zel’dovich observations with MillenniumTNG: mass and environment scaling relations
    Boryana Hadzhiyska, Simone Ferraro, Rüdiger Pakmor , and 7 more authors
    Monthly Notices of the Royal Astronomical Society, Nov 2023
  25. The MillenniumTNG Project: semi-analytic galaxy formation models on the past lightcone
    Monica Barrera, Volker Springel, Simon D. M. White , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Nov 2023
  26. JWST Constraints on the UV Luminosity Density at Cosmic Dawn: Implications for 21 cm Cosmology
    Sultan Hassan, Christopher C. Lovell, Piero Madau , and 10 more authors
    The Astrophysical Journall, Nov 2023
  27. Dust attenuation law in JWST galaxies at z \ensuremath∼ 7-8
    V. Markov, S. Gallerani, A. Pallottini , and 5 more authors
    Astronomy and Astrophysics, Nov 2023
  28. Unraveling Jet Quenching Criteria Across L* Galaxies and Massive Cluster Ellipticals
    Kung-Yi Su, Greg L. Bryan, Christopher C. Hayward , and 8 more authors
    arXiv e-prints, Oct 2023
  29. \rm S\scriptsize IMBIG: The First Cosmological Constraints from Non-Gaussian and Non-Linear Galaxy Clustering
    ChangHoon Hahn, Pablo Lemos, Liam Parker , and 8 more authors
    arXiv e-prints, Oct 2023
  30. Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects
    Natalı́ S. M. de Santi, Francisco Villaescusa-Navarro, L. Raul Abramo , and 11 more authors
    arXiv e-prints, Oct 2023
  31. Why do semi-analytic models predict higher scatter in the stellar mass-halo mass relation than cosmological hydrodynamic simulations?
    Antonio J. Porras-Valverde, John C. Forbes, Rachel S. Somerville , and 4 more authors
    arXiv e-prints, Oct 2023
  33. On the origin of star-formation quenching in massive galaxies at z rsim 3 in the cosmological simulations IllustrisTNG
    Shalini Kurinchi-Vendhan, Marion Farcy, Michaela Hirschmann , and 1 more author
    arXiv e-prints, Oct 2023
  34. Cosmology with imaging galaxy surveys: the impact of evolving galaxy bias and magnification
    Shivam Pandey, Carles Sánchez, Bhuvnesh Jain , and 1 more author
    arXiv e-prints, Oct 2023
  35. A forward modeling approach to analyzing galaxy clustering with SIMBIG
    ChangHoon Hahn, Michael Eickenberg, Shirley Ho , and 7 more authors
    Proceedings of the National Academy of Science, Oct 2023
  37. Inferring the impact of feedback on the matter distribution using the Sunyaev Zel’dovich effect: insights from CAMELS simulations and ACT + DES data
    Shivam Pandey, Kai Lehman, Eric J. Baxter , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Oct 2023
  38. The MillenniumTNG Project: the impact of baryons and massive neutrinos on high-resolution weak gravitational lensing convergence maps
    Fulvio Ferlito, Volker Springel, Christopher T. Davies , and 10 more authors
    Monthly Notices of the Royal Astronomical Society, Oct 2023
  39. A Universal Equation to Predict \ensuremathΩ_m from Halo and Galaxy Catalogs
    Helen Shao, Natalı́ S. M. de Santi, Francisco Villaescusa-Navarro , and 14 more authors
    The Astrophysical Journal, Oct 2023
  40. A Unified Model for the Coevolution of Galaxies and Their Circumgalactic Medium: The Relative Roles of Turbulence and Atomic Cooling Physics
    Viraj Pandya, Drummond B. Fielding, Greg L. Bryan , and 7 more authors
    The Astrophysical Journal, Oct 2023
  41. Machine-learning Cosmology from Void Properties
    Bonny Y. Wang, Alice Pisani, Francisco Villaescusa-Navarro , and 1 more author
    The Astrophysical Journal, Oct 2023
  42. Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering
    Chirag Modi, Shivam Pandey, Matthew Ho , and 3 more authors
    arXiv e-prints, Sep 2023
  43. Cosmology with multiple galaxies
    Chaitanya Chawak, Francisco Villaescusa-Navarro, Nicolas Echeverri Rojas , and 3 more authors
    arXiv e-prints, Sep 2023
  44. Hybrid SBI or How I Learned to Stop Worrying and Learn the Likelihood
    Chirag Modi, and Oliver H. E. Philcox
    arXiv e-prints, Sep 2023
  45. Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows
    Mayeul Aubin, Carolina Cuesta-Lazaro, Ethan Tregidga , and 9 more authors
    arXiv e-prints, Sep 2023
  46. The halo mass function and filaments in full cosmological simulations with fuzzy dark matter
    Simon May, and Volker Springel
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  47. Benchmarks and explanations for deep learning estimates of X-ray galaxy cluster masses
    Matthew Ho, John Soltis, Arya Farahi , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  48. The MillenniumTNG project: the galaxy population at z \ensuremath≥ 8
    Rahul Kannan, Volker Springel, Lars Hernquist , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  49. The MillenniumTNG Project: high-precision predictions for matter clustering and halo statistics
    César Hernández-Aguayo, Volker Springel, Rüdiger Pakmor , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  50. The MillenniumTNG Project: the hydrodynamical full physics simulation and a first look at its galaxy clusters
    Rüdiger Pakmor, Volker Springel, Jonathan P. Coles , and 12 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  51. The MillenniumTNG Project: refining the one-halo model of red and blue galaxies at different redshifts
    Boryana Hadzhiyska, Lars Hernquist, Daniel Eisenstein , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  52. The MillenniumTNG Project: an improved two-halo model for the galaxy-halo connection of red and blue galaxies
    Boryana Hadzhiyska, Daniel Eisenstein, Lars Hernquist , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  53. The MillenniumTNG Project: inferring cosmology from galaxy clustering with accelerated N-body scaling and subhalo abundance matching
    Sergio Contreras, Raul E. Angulo, Volker Springel , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2023
  54. Cosmology with One Galaxy? The ASTRID Model and Robustness
    Nicolas Echeverri-Rojas, Francisco Villaescusa-Navarro, Chaitanya Chawak , and 7 more authors
    The Astrophysical Journal, Sep 2023
  55. Constraining Cosmology with Machine Learning and Galaxy Clustering: The CAMELS-SAM Suite
    Lucia A. Perez, Shy Genel, Francisco Villaescusa-Navarro , and 5 more authors
    The Astrophysical Journal, Sep 2023
  56. FLORAH: A generative model for halo assembly histories
    Tri Nguyen, Chirag Modi, L. Y. Aaron Yung , and 1 more author
    arXiv e-prints, Aug 2023
  57. The LOFAR Two-metre Sky Survey: the radio view of the cosmic star formation history
    R. K. Cochrane, R. Kondapally, P. N. Best , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Aug 2023
  58. The MillenniumTNG project: intrinsic alignments of galaxies and haloes
    Ana Maria Delgado, Boryana Hadzhiyska, Sownak Bose , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Aug 2023
  59. Galaxy clustering from the bottom up: a streaming model emulator I
    Carolina Cuesta-Lazaro, Takahiro Nishimichi, Yosuke Kobayashi , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Aug 2023
  60. The impact of AGN-driven winds on physical and observable galaxy sizes
    R. K. Cochrane, D. Anglés-Alcázar, J. Mercedes-Feliz , and 9 more authors
    Monthly Notices of the Royal Astronomical Society, Aug 2023
  61. Field-level Neural Network Emulator for Cosmological N-body Simulations
    Drew Jamieson, Yin Li, Renan Alves de Oliveira , and 3 more authors
    The Astrophysical Journal, Aug 2023
  62. Learning the galaxy-environment connection with graph neural networks
    John F. Wu, and Christian Jespersen
    In Machine Learning for Astrophysics , Jul 2023
  63. FLORAH: A generative model for halo assembly histories
    Tri Nguyen, Chirag Modi, Rachel Somerville , and 1 more author
    In Machine Learning for Astrophysics , Jul 2023
  64. A Hierarchy of Normalizing Flows for Modelling the Galaxy-Halo Relationship
    Christopher C. Lovell, Sultan Hassan, Francisco Villaescusa-Navarro , and 8 more authors
    In Machine Learning for Astrophysics , Jul 2023
  65. SimBIG: Field-level Simulation-based Inference of Large-scale Structure
    Pablo Lemos, Liam H. Parker, ChangHoon Hahn , and 8 more authors
    In Machine Learning for Astrophysics , Jul 2023
  66. Towards Unbiased Gravitational-Wave Parameter Estimation using Score-Based Likelihood Characterization
    Ronan Legin, Kaze Wong, Maximiliano Isi , and 3 more authors
    In Machine Learning for Astrophysics , Jul 2023
  67. Cosmology with Galaxy Photometry Alone
    ChangHoon Hahn, Peter M. Melchior, Francisco Villaescusa-Navarro , and 1 more author
    In Machine Learning for Astrophysics , Jul 2023
  68. SimBIG: Galaxy Clustering beyond the Power Spectrum
    ChangHoon Hahn, Pablo Lemos, Bruno Régaldo-Saint Blancard , and 8 more authors
    In Machine Learning for Astrophysics , Jul 2023
  69. The Cosmic Microwave Background and H_0
    Pablo Lemos, and Paul Shah
    arXiv e-prints, Jul 2023
  70. Neutrino mass constraint from an Implicit Likelihood Analysis of BOSS voids
    Leander Thiele, Elena Massara, Alice Pisani , and 4 more authors
    arXiv e-prints, Jul 2023
  71. TuRMoiL of Survival: A Unified Survival Criterion for Cloud-Wind Interactions
    Matthew W. Abruzzo, Drummond B. Fielding, and Greg L. Bryan
    arXiv e-prints, Jul 2023
  72. Active galactic nucleus jet feedback in hydrostatic haloes
    Rainer Weinberger, Kung-Yi Su, Kristian Ehlert , and 8 more authors
    Monthly Notices of the Royal Astronomical Society, Jul 2023
  73. Robust Field-level Likelihood-free Inference with Galaxies
    Natalı́ S. M. de Santi, Helen Shao, Francisco Villaescusa-Navarro , and 12 more authors
    The Astrophysical Journal, Jul 2023
  74. Cosmological Information in the Marked Power Spectrum of the Galaxy Field
    Elena Massara, Francisco Villaescusa-Navarro, ChangHoon Hahn , and 6 more authors
    The Astrophysical Journal, Jul 2023
  75. Pixelated Reconstruction of Foreground Density and Background Surface Brightness in Gravitational Lensing Systems Using Recurrent Inference Machines
    Alexandre Adam, Laurence Perreault-Levasseur, Yashar Hezaveh , and 1 more author
    The Astrophysical Journal, Jul 2023
  76. Orbital evolution of binaries in circumbinary discs
    Magdalena Siwek, Rainer Weinberger, and Lars Hernquist
    Monthly Notices of the Royal Astronomical Society, Jun 2023
  77. The SZ flux-mass (Y-M) relation at low-halo masses: improvements with symbolic regression and strong constraints on baryonic feedback
    Digvijay Wadekar, Leander Thiele, J. Colin Hill , and 8 more authors
    Monthly Notices of the Royal Astronomical Society, Jun 2023
  78. Joint velocity and density reconstruction of the Universe with nonlinear differentiable forward modeling
    Adrian E. Bayer, Chirag Modi, and Simone Ferraro
    Journal of Cosmology and Astroparticle Physics, Jun 2023
  79. Characterizing the Conditional Galaxy Property Distribution Using Gaussian Mixture Models
    Yucheng Zhang, Anthony R. Pullen, Rachel S. Somerville , and 5 more authors
    The Astrophysical Journal, Jun 2023
  80. Code Comparison in Galaxy-scale Simulations with Resolved Supernova Feedback: Lagrangian versus Eulerian Methods
    Chia-Yu Hu, Matthew C. Smith, Romain Teyssier , and 8 more authors
    The Astrophysical Journal, Jun 2023
  81. The Anatomy of a Turbulent Radiative Mixing Layer: Insights from an Analytic Model with Turbulent Conduction and Viscosity
    Zirui Chen, Drummond B. Fielding, and Greg L. Bryan
    The Astrophysical Journal, Jun 2023
  82. Learning Neutrino Effects in Cosmology with Convolutional Neural Network
    Elena Giusarma, Mauricio Reyes, Francisco Villaescusa-Navarro , and 3 more authors
    The Astrophysical Journal, Jun 2023
  83. Beyond Gaussian Noise: A Generalized Approach to Likelihood Analysis with Non-Gaussian Noise
    Ronan Legin, Alexandre Adam, Yashar Hezaveh , and 1 more author
    The Astrophysical Journall, Jun 2023
  84. CMB constraints on the early Universe independent of late-time cosmology
    Pablo Lemos, and Antony Lewis
    Physical Review D, May 2023
  85. Weighing the Milky Way and Andromeda galaxies with artificial intelligence
    Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro, Shy Genel , and 6 more authors
    Physical Review D, May 2023
  86. Regulation of Star Formation by a Hot Circumgalactic Medium
    Christopher Carr, Greg L. Bryan, Drummond B. Fielding , and 2 more authors
    The Astrophysical Journal, May 2023
  87. Gas Accretion Can Drive Turbulence in Galaxies
    John C. Forbes, Razieh Emami, Rachel S. Somerville , and 11 more authors
    The Astrophysical Journal, May 2023
  88. Priors for symbolic regression
    Deaglan J. Bartlett, Harry Desmond, and Pedro G. Ferreira
    arXiv e-prints, Apr 2023
  89. Cosmological constraints from HSC Y1 lensing convergence PDF
    Leander Thiele, Gabriela A. Marques, Jia Liu , and 1 more author
    arXiv e-prints, Apr 2023
  90. Bayesian field-level inference of primordial non-Gaussianity using next-generation galaxy surveys
    Adam Andrews, Jens Jasche, Guilhem Lavaux , and 1 more author
    Monthly Notices of the Royal Astronomical Society, Apr 2023
  91. Self-regulation of black hole accretion via jets in early protogalaxies
    Kung-Yi Su, Greg L. Bryan, Zoltán Haiman , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Apr 2023
  92. On the edge: the relation between stellar and dark matter haloes of Milky Way-mass galaxies
    A. Genina, A. J. Deason, and C. S. Frenk
    Monthly Notices of the Royal Astronomical Society, Apr 2023
  93. The relationship between galaxy and halo sizes in the Illustris and IllustrisTNG simulations
    Tathagata Karmakar, Shy Genel, and Rachel S. Somerville
    Monthly Notices of the Royal Astronomical Society, Apr 2023
  94. SIMBIG: mock challenge for a forward modeling approach to galaxy clustering
    ChangHoon Hahn, Michael Eickenberg, Shirley Ho , and 7 more authors
    Journal of Cosmology and Astroparticle Physics, Apr 2023
  95. The CAMELS Project: Public Data Release
    Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar , and 45 more authors
    The Astrophysical Journals, Apr 2023
  96. LyAl-Net: A high-efficiency Lyman-αforest simulation with a neural network
    Chotipan Boonkongkird, Guilhem Lavaux, Sebastien Peirani , and 3 more authors
    arXiv e-prints, Mar 2023
  97. Predicting the Initial Conditions of the Universe using a Deterministic Neural Network
    Vaibhav Jindal, Albert Liang, Aarti Singh , and 2 more authors
    arXiv e-prints, Mar 2023
  98. Invertible mapping between fields in CAMELS
    Sambatra Andrianomena, Sultan Hassan, and Francisco Villaescusa-Navarro
    arXiv e-prints, Mar 2023
  99. Fast and realistic large-scale structure from machine-learning-augmented random field simulations
    Davide Piras, Benjamin Joachimi, and Francisco Villaescusa-Navarro
    Monthly Notices of the Royal Astronomical Society, Mar 2023
  100. Real and counterfeit cores: how feedback expands haloes and disrupts tracers of inner gravitational potential in dwarf galaxies
    Ethan D. Jahn, Laura V. Sales, Federico Marinacci , and 8 more authors
    Monthly Notices of the Royal Astronomical Society, Mar 2023
  101. Distribution and dynamics of decimetre-sized dust agglomerates in the coma of 67P/Churyumov-Gerasimenko
    Pablo Lemos, Jessica Agarwal, and Matthias Schröter
    Monthly Notices of the Royal Astronomical Society, Mar 2023
  102. Robust simulation-based inference in cosmology with Bayesian neural networks
    Pablo Lemos, Miles Cranmer, Muntazir Abidi , and 5 more authors
    Machine Learning: Science and Technology, Mar 2023
  103. Reconstructing the universe with variational self-boosted sampling
    Chirag Modi, Yin Li, and David Blei
    Journal of Cosmology and Astroparticle Physics, Mar 2023
  104. Projected-field kinetic Sunyaev-Zel’dovich Cross-correlations: halo model and forecasts
    Boris Bolliet, J. Colin Hill, Simone Ferraro , and 2 more authors
    Journal of Cosmology and Astroparticle Physics, Mar 2023
  105. Neural Stellar Population Synthesis Emulator for the DESI PROVABGS
    K. J. Kwon, ChangHoon Hahn, and Justin Alsing
    The Astrophysical Journals, Mar 2023
  106. Toward Horizon-scale Accretion onto Supermassive Black Holes in Elliptical Galaxies
    Minghao Guo, James M. Stone, Chang-Goo Kim , and 1 more author
    The Astrophysical Journal, Mar 2023
  107. Introducing TIGRESS-NCR. I. Coregulation of the Multiphase Interstellar Medium and Star Formation Rates
    Chang-Goo Kim, Jeong-Gyu Kim, Munan Gong , and 1 more author
    The Astrophysical Journal, Mar 2023
  108. Efficient Long-range Active Galactic Nuclei (AGNs) Feedback Affects the Low-redshift Ly\ensuremathα Forest
    Megan Taylor Tillman, Blakesley Burkhart, Stephanie Tonnesen , and 5 more authors
    The Astrophysical Journall, Mar 2023
  109. Modelling multiphase gases in cosmological simulations using compressible multifluid hydrodynamics
    R. Weinberger, and L. Hernquist
    Monthly Notices of the Royal Astronomical Society, Feb 2023
  110. How long do high redshift massive black hole seeds remain outliers in black hole versus host galaxy relations?
    Matthew T. Scoggins, Zoltán Haiman, and John H. Wise
    Monthly Notices of the Royal Astronomical Society, Feb 2023
  111. Building the molecular cloud population: the role of cloud mergers
    Maya Skarbinski, Sarah M. R. Jeffreson, and Alyssa A. Goodman
    Monthly Notices of the Royal Astronomical Society, Feb 2023
  112. Predicting sub-millimetre flux densities from global galaxy properties
    R. K. Cochrane, C. C. Hayward, D. Anglés-Alcázar , and 1 more author
    Monthly Notices of the Royal Astronomical Society, Feb 2023
  113. Calibrating Cosmological Simulations with Implicit Likelihood Inference Using Galaxy Growth Observables
    Yongseok Jo, Shy Genel, Benjamin Wandelt , and 7 more authors
    The Astrophysical Journal, Feb 2023
  114. Robust Field-level Inference of Cosmological Parameters with Dark Matter Halos
    Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo , and 13 more authors
    The Astrophysical Journal, Feb 2023
  115. Baryonic Effects on Lagrangian Clustering and Angular Momentum Reconstruction
    Ming-Jie Sheng, Hao-Ran Yu, Sijia Li , and 7 more authors
    The Astrophysical Journal, Feb 2023
  116. Higher-order statistics of the large-scale structure from photometric redshifts
    Eleni Tsaprazi, Jens Jasche, Guilhem Lavaux , and 1 more author
    arXiv e-prints, Jan 2023
  117. The entropy of galaxy spectra: how much information is encoded?
    Ignacio Ferreras, Ofer Lahav, Rachel S. Somerville , and 1 more author
    RAS Techniques and Instruments, Jan 2023
  118. Information-Ordered Bottlenecks for Adaptive Semantic Compression
    Matthew Ho, Xiaosheng Zhao, and Benjamin Wandelt
    arXiv e-prints, May 2023
  119. Sampling-Based Accuracy Testing of Posterior Estimators for General Inference
    Pablo Lemos, Adam Coogan, Yashar Hezaveh , and 1 more author
    40th International Conference on Machine Learning, Jan 2023
  120. Self-regulated AGN feedback of light jets in cool-core galaxy clusters
    K. Ehlert, R. Weinberger, C. Pfrommer , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2023
  121. Field-based physical inference from peculiar velocity tracers
    James Prideaux-Ghee, Florent Leclercq, Guilhem Lavaux , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2023
  122. Direct cosmological inference from three-dimensional correlations of the Lyman \ensuremathα forest
    Francesca Gerardi, Andrei Cuceu, Andreu Font-Ribera , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2023
  123. Photochemistry and Heating/Cooling of the Multiphase Interstellar Medium with UV Radiative Transfer for Magnetohydrodynamic Simulations
    Jeong-Gyu Kim, Munan Gong, Chang-Goo Kim , and 1 more author
    The Astrophysical Journals, Jan 2023
  124. A Framework for Obtaining Accurate Posteriors of Strong Gravitational Lensing Parameters with Flexible Priors and Implicit Likelihoods Using Density Estimation
    Ronan Legin, Yashar Hezaveh, Laurence Perreault-Levasseur , and 1 more author
    The Astrophysical Journal, Jan 2023
  125. A local universe model for constrained simulations
    Simon Pfeifer, Aurélien Valade, Stefan Gottlöber , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Aug 2023
  126. Field-based physical inference from peculiar velocity tracers
    James Prideaux-Ghee, Florent Leclercq, Guilhem Lavaux , and 2 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2023
  127. LyAl-Net: A high-efficiency Lyman-αforest simulation with a neural network
    Chotipan Boonkongkird, Guilhem Lavaux, Sebastien Peirani , and 3 more authors
    arXiv e-prints, Mar 2023
  128. Bayesian Inference of Initial Conditions from Non-Linear Cosmic Structures using Field-Level Emulators
    Ludvig Doeser, Drew Jamieson, Stephen Stopyra , and 3 more authors
    arXiv e-prints, Dec 2023
  129. Field-level Neural Network Emulator for Cosmological N-body Simulations
    Drew Jamieson, Yin Li, Renan Alves de Oliveira , and 3 more authors
    The Astrophysical Journal, Aug 2023
  130. Fishnets: Information-Optimal, Scalable Aggregation for Sets and Graphs
    T. Lucas Makinen, Justin Alsing, and Benjamin D. Wandelt
    arXiv e-prints, Oct 2023

2022

  1. The Structure of Multiphase Galactic Winds
    Drummond B. Fielding, and Greg L. Bryan
    Astrophysical Journal, Jan 2022
  2. Bayesian reconstruction of dark matter distribution from peculiar velocities: accounting for inhomogeneous Malmquist bias
    Supranta S. Boruah, Guilhem Lavaux, and Michael J. Hudson
    Monthly Notices of the Royal Astronomical Society, Dec 2022
  3. The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues
    T. Lucas Makinen, Tom Charnock, Pablo Lemos , and 3 more authors
    The Open Journal of Astrophysics, Dec 2022

2020

  1. Neural physical engines for inferring the halo mass distribution function
    Tom Charnock, Guilhem Lavaux, Benjamin D. Wandelt , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, May 2020