publications

Collaboration related publications for 2023-2026

2026

  1. The relationship between galaxy size and halo properties: insights from the IllustrisTNG simulations and differential clustering
    Rachel S. Somerville, Austen Gabrielpillai, Boryana Hadzhiyska , and 1 more author
    Monthly Notices of the Royal Astronomical Society, Jun 2026
  2. Blue Monsters and Dusty Descendants: Reconciling UV and IR Emission from Galaxies from z \ensuremath∼ 7, up to z = 14
    Laura Sommovigo, Lachlan Lancaster, Shyam H. Menon , and 3 more authors
    The Astrophysical Journal, Jun 2026
  3. How High-Specific-Energy Winds Regulate the Circumgalactic Medium of Dwarf Galaxies
    Michael Messere, and Greg L. Bryan
    arXiv e-prints, May 2026
  4. ArkenstoneBH. A model for high-specific energy black hole feedback in cosmological simulations
    James M. Sullivan, Greg L. Bryan, Matthew C. Smith , and 6 more authors
    arXiv e-prints, May 2026
  5. What Suppresses Star Formation in Bulge-dominated Early-type Galaxies?
    Lori E. Porter, S. M. R. Jeffreson, Greg L. Bryan , and 1 more author
    The Astrophysical Journal, May 2026
  6. Efficiently emulating distribution functions in gigaparsec volumes for varying cosmological parameters
    Christopher C. Lovell, Max E. Lee, William J. Roper , and 4 more authors
    arXiv e-prints, Apr 2026
  7. Introducing sapphire: Towards Hybrid Physics-Informed, Data-Driven Modeling of Galaxy Formation
    Viraj Pandya, Greg L. Bryan, T. Lucas Makinen , and 18 more authors
    arXiv e-prints, Apr 2026
  8. Correction to: Prevention is better than cure? Feedback from high specific energy winds in cosmological simulations with ARKENSTONE
    Jake S. Bennett, Matthew C. Smith, Drummond B. Fielding , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Apr 2026
  9. The impact of baryons on weak lensing statistics as a function of halo mass and radius
    Max E. Lee, Zoltan Haiman, and Shy Genel
    arXiv e-prints, Mar 2026
  10. A Fast Generative Framework for High-dimensional Posterior Sampling: Application to CMB Delensing
    Hadi Sotoudeh, Pablo Lemos, and Laurence Perreault-Levasseur
    arXiv e-prints, Mar 2026
  11. PATCHNET: A hierarchical approach for neural field-level inference from Quijote simulations
    Anirban Bairagi, and Benjamin Wandelt
    Journal of Cosmology and Astroparticle Physics, Mar 2026
  12. Cosmic-ray Magnetohydrodynamics: A New Two-moment Framework with Numerical Implementation
    Xihui Zhao, Xue-Ning Bai, and Eve C. Ostriker
    The Astrophysical Journal Supplement Series, Mar 2026
  13. The Impact of Galaxy Formation on Galaxy Biasing, and Implications for Primordial non-Gaussianity Constraints
    Lucia A. Perez, Shy Genel, Elisabeth Krause , and 1 more author
    arXiv e-prints, Feb 2026
  14. Reconstructing the largest scales of the Universe with field-level inference applied to the Quaia Quasar Catalogue
    Adam Andrews, Arthur Loureiro, Jens Jasche , and 3 more authors
    arXiv e-prints, Feb 2026
  15. Revisiting the Great Attractor: The Local Group’s streamline trajectory, cosmic velocity and dynamical fate
    Richard Stiskalek, Harry Desmond, Stuart McAlpine , and 3 more authors
    The Open Journal of Astrophysics, Feb 2026
  16. 1.8 per cent measurement of H_0 from Cepheids alone
    Richard Stiskalek, Harry Desmond, Eleni Tsaprazi , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Feb 2026
  17. No evidence for local H_0 anisotropy from Tully─Fisher or supernova distances
    Richard Stiskalek, Harry Desmond, and Guilhem Lavaux
    Monthly Notices of the Royal Astronomical Society, Feb 2026
  18. How to Evaluate the Sufficiency and Complementarity of Summary Statistics for Cosmic Fields: An Information-theoretic Perspective
    Ce Sui, Yi Mao, Xiaosheng Zhao , and 2 more authors
    The Astrophysical Journal, Feb 2026
  19. On the Significance of Covariance for Constraining Theoretical Models from Galaxy Observables
    Yongseok Jo, Shy Genel, Joel Leja , and 1 more author
    The Astrophysical Journal, Feb 2026
  20. Heavy Seeds and the First Black Holes: Insights from the BRAHMA Simulations
    Aklant K. Bhowmick, Laura Blecha, Paul Torrey , and 9 more authors
    The Astrophysical Journal, Feb 2026
  21. Revisiting the Great Attractor: The Local Group’s streamline trajectory, cosmic velocity and dynamical fate
    Richard Stiskalek, Harry Desmond, Stuart McAlpine , and 3 more authors
    arXiv e-prints, Jan 2026
  22. The Effect of Intrinsic Alignments on Weak-lensing Statistics in Hydrodynamical Simulations
    Max E. Lee, Zoltán Haiman, Shivam Pandey , and 1 more author
    The Astrophysical Journal, Jan 2026
  23. A Bayesian catalog of 100 high-significance voids in the Local Universe
    R. Malandrino, G. Lavaux, B. D. Wandelt , and 2 more authors
    Astronomy and Astrophysics, Jan 2026
  24. The Velocity Field Olympics: assessing velocity field reconstructions with direct distance tracers
    Richard Stiskalek, Harry Desmond, Julien Devriendt , and 5 more authors
    Mon. Not. Roy. Astron. Soc., Jan 2026

2025

  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
    Monthly Notices of the Royal Astronomical Society, Dec 2025
  2. Applying a star formation model calibrated on high-resolution interstellar medium simulations to cosmological simulations of galaxy formation
    Jan D. Burger, Volker Springel, Eve C. Ostriker , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Dec 2025
  3. How Does Feedback Affect the Star Formation Histories of Galaxies?
    Kartheik G. Iyer, Tjitske K. Starkenburg, Greg L. Bryan , and 20 more authors
    The Astrophysical Journal, Dec 2025
  4. Towards Mitigating Systematics in Large-Scale Surveys via Few-Shot Optimal Transport-Based Feature Alignment
    Sultan Hassan, Sambatra Andrianomena, and Benjamin D. Wandelt
    arXiv e-prints, Nov 2025
  5. Galactification: painting galaxies onto dark matter only simulations using a transformer-based model
    Shivam Pandey, Christopher C. Lovell, Chirag Modi , and 1 more author
    arXiv e-prints, Nov 2025
  6. Mapping the gas density with the kinematic Sunyaev-Zel’dovich and patchy screening effects: A self-consistent comparison
    Boryana Hadzhiyska, Noah Sailer, and Simone Ferraro
    Physical Review D, Nov 2025
  7. Creating halos with autoregressive multistage networks
    Shivam Pandey, Chirag Modi, Benjamin D. Wandelt , and 7 more authors
    Physical Review D, Nov 2025
  8. The BIG SOBOL SEQUENCE: How many simulations do we need for simulation-based inference in cosmology?
    Anirban Bairagi, Benjamin Wandelt, and Francisco Villaescusa-Navarro
    Astronomy and Astrophysics, Nov 2025
  10. Prevention is better than cure? Feedback from high specific energy winds in cosmological simulations with ARKENSTONE
    Jake S. Bennett, Matthew C. Smith, Drummond B. Fielding , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Oct 2025
  11. MISTRAL: a model for AGN winds from radiatively efficient accretion in cosmological simulations
    Marion Farcy, Michaela Hirschmann, Rachel S. Somerville , and 11 more authors
    Monthly Notices of the Royal Astronomical Society, Oct 2025
  12. Learning the Universe: learning to optimize cosmic initial conditions with non-differentiable structure formation models
    Ludvig Doeser, Metin Ata, and Jens Jasche
    Monthly Notices of the Royal Astronomical Society, Sep 2025
  13. Simulating high-velocity clouds in the observational plane: an initial study with the Smith Cloud
    Lori E. Porter, Matthew Abruzzo, Greg L. Bryan , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2025
  14. Toward Robustness across Cosmological Simulation Models ILLUSTRISTNG, SIMBA, ASTRID, and SWIFT-EAGLE
    Yongseok Jo, Shy Genel, Anirvan Sengupta , and 3 more authors
    The Astrophysical Journal, Sep 2025
  15. Pumping Iron: How Turbulent Metal Diffusion Impacts Multiphase Galactic Outflows
    Ulrich P. Steinwandel, Douglas Rennehan, Matthew E. Orr , and 2 more authors
    The Astrophysical Journal, Sep 2025
  16. Learning the Universe: Physically Motivated Priors for Dust Attenuation Curves
    L. Sommovigo, R. K. Cochrane, R. S. Somerville , and 9 more authors
    The Astrophysical Journal, Sep 2025
  17. Evolution of Supernova Remnants in a Cloudy Multiphase Interstellar Medium
    Minghao Guo, Chang-Goo Kim, and James M. Stone
    The Astrophysical Journal, Sep 2025
  18. \textttGENGARS: Accurate non-Gaussian initial conditions with arbitrary bispectrum for N-body simulations
    Emanuele Fondi, Licia Verde, Marco Baldi , and 3 more authors
    arXiv e-prints, Aug 2025
  19. Field-level Comparison and Robustness Analysis of Cosmological N-body Simulations
    Adrian E. Bayer, Francisco Villaescusa-Navarro, Sammy Sharief , and 6 more authors
    The Astrophysical Journal, Aug 2025
  20. Accretion onto supermassive and intermediate-mass black holes in cosmological simulations
    R. Weinberger, A. Bhowmick, L. Blecha , and 5 more authors
    Astronomy and Astrophysics, Aug 2025
  21. Fisher Score Matching for Simulation-Based Forecasting and Inference
    Ce Sui, Shivam Pandey, and Benjamin D. Wandelt
    arXiv e-prints, Jul 2025
  22. Cyclic Zoom: Multiscale GRMHD Modeling of Black Hole Accretion and Feedback
    Minghao Guo, James M. Stone, Eliot Quataert , and 1 more author
    The Astrophysical Journal, Jul 2025
  23. The Manticore Project I: a digital twin of our cosmic neighbourhood from Bayesian field-level analysis
    Stuart McAlpine, Jens Jasche, Metin Ata , and 4 more authors
    Monthly Notices of the Royal Astronomical Society, Jun 2025
  24. Cosmology with One Galaxy: Autoencoding the Galaxy Properties Manifold
    Amanda Lue, Shy Genel, Marc Huertas-Company , and 2 more authors
    The Astrophysical Journal, Jun 2025
  25. Gravitational-wave Parameter Estimation in Non-Gaussian Noise Using Score-based Likelihood Characterization
    Ronan Legin, Maximiliano Isi, Kaze W. K. Wong , and 2 more authors
    The Astrophysical Journal Letters, Jun 2025
  26. 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
    Astronomy and Astrophysics, Jun 2025
  28. Signatures of black hole seeding in the local Universe: predictions from the BRAHMA cosmological simulations
    Aklant K. Bhowmick, Laura Blecha, Paul Torrey , and 8 more authors
    Monthly Notices of the Royal Astronomical Society, Mar 2025
  29. Self-regulation of high-redshift black hole accretion via jets: challenges for SMBH formation
    Kung-Yi Su, Greg L. Bryan, and Zoltán Haiman
    Monthly Notices of the Royal Astronomical Society, Mar 2025
  30. 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
    The Astrophysical Journal, Mar 2025
  31. You Shall Not Pass! The Propagation of Low-/Moderate-powered Jets Through a Turbulent Interstellar Medium
    Olga Borodina, Yueying Ni, Jake S. Bennett , and 6 more authors
    The Astrophysical Journal, Mar 2025
  32. Learning the Universe: 3 h^-1\rm Gpc Tests of a Field Level N-body Simulation Emulator
    Matthew T. Scoggins, Matthew Ho, Francisco Villaescusa-Navarro , and 3 more authors
    arXiv e-prints, Feb 2025
  33. COmoving Computer Acceleration (COCA): N-body simulations in an emulated frame of reference
    Deaglan J. Bartlett, Marco Chiarenza, Ludvig Doeser , and 1 more author
    Astronomy and Astrophysics, Feb 2025
  34. Tracing cosmic gas in filaments and halos: Low-redshift insights from the kinematic Sunyaev-Zel’dovich effect
    Boryana Hadzhiyska, Simone Ferraro, and Rongpu Zhou
    Physical Review D, Jan 2025
  35. Sensitivity analysis of simulation-based inference for galaxy clustering
    Chirag Modi, Shivam Pandey, Matthew Ho , and 3 more authors
    Monthly Notices of the Royal Astronomical Society, Jan 2025
  36. The Manticore-Local Cluster Catalogue: A Posterior Map of Massive Structures in the Nearby Universe
    Stuart McAlpine
    Open Journal of Astrophysics, Jan 2025
  37. Accurate connected modeling of gas thermodynamics and matter distribution
    Shivam Pandey, Jaime Salcido, Chun-Hao To , and 4 more authors
    Phys. Rev. D, Jan 2025

2024

  1. 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
    Monthly Notices of the Royal Astronomical Society, Dec 2024
  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
    Monthly Notices of the Royal Astronomical Society, Dec 2024
  3. Bye-bye, Local-in-matter-density Bias: The Statistics of the Halo Field Are Poorly Determined by the Local Mass Density
    Deaglan J. Bartlett, Matthew Ho, and Benjamin D. Wandelt
    The Astrophysical Journal Letters, Dec 2024
  4. Toward Implementation of the Pressure-regulated, Feedback-modulated Model of Star Formation in Cosmological Simulations: Methods and Application to TNG
    Sultan Hassan, Eve C. Ostriker, Chang-Goo Kim , and 12 more authors
    The Astrophysical Journal, Nov 2024
  5. 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
    The Astrophysical Journal, Nov 2024
  6. Hybrid Summary Statistics
    T. Lucas Makinen, Ce Sui, Benjamin D. Wandelt , and 2 more authors
    arXiv e-prints, Oct 2024
  7. A calibrated model for N-body dynamical friction acting on supermassive black holes
    Anna Genina, Volker Springel, and Antti Rantala
    Monthly Notices of the Royal Astronomical Society, Oct 2024
  8. Evolution of Star Clusters within Galaxies Using Self-consistent Hybrid Hydro/N-body Simulations
    Yongseok Jo, Seoyoung Kim, Ji-hoon Kim , and 1 more author
    The Astrophysical Journal, Oct 2024
  9. Magnetized Accretion onto and Feedback from Supermassive Black Holes in Elliptical Galaxies
    Minghao Guo, James M. Stone, Eliot Quataert , and 1 more author
    The Astrophysical Journal, Oct 2024
  10. PineTree: A generative, fast, and differentiable halo model for wide-field galaxy surveys
    Simon Ding, Guilhem Lavaux, and Jens Jasche
    \aap, Oct 2024
  11. Teaching dark matter simulations to speak the halo language
    Shivam Pandey, Francois Lanusse, Chirag Modi , and 1 more author
    arXiv e-prints, Sep 2024
  12. Growth of high-redshift supermassive black holes from heavy seeds in the BRAHMA cosmological simulations: implications of overmassive black holes
    Aklant K. Bhowmick, Laura Blecha, Paul Torrey , and 6 more authors
    Monthly Notices of the Royal Astronomical Society, Sep 2024
  14. 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
    The Astrophysical Journal, Sep 2024
  15. Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics
    Antoine Bourdin, Ronan Legin, Matthew Ho , and 3 more authors
    arXiv e-prints, Aug 2024
  16. Radiatively efficient AGN-driven winds in high redshift, massive galaxies
    Marion Farcy, Michaela Hirschmann, Ena Choi , and 2 more authors
    In EAS2024, European Astronomical Society Annual Meeting , Jul 2024
  17. The impact of AGN-driven winds on galaxy and black hole growth in the early Universe
    Marion Farcy, Michaela Hirschmann, Ena Choi , and 2 more authors
    In EAS2024, European Astronomical Society Annual Meeting , Jul 2024
  18. 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
    The Open Journal of Astrophysics, Jul 2024
  19. 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
  20. 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
  21. Neutrino Mass Constraint from an Implicit Likelihood Analysis of BOSS Voids
    Leander Thiele, Elena Massara, Alice Pisani , and 4 more authors
    The Astrophysical Journal, Jul 2024
  22. 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
  23. 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
  24. 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
  25. Cosmology with Galaxy Photometry Alone
    ChangHoon Hahn, Francisco Villaescusa-Navarro, Peter Melchior , and 1 more author
    The Astrophysical Journal Letters, May 2024
  26. 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
  27. Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison
    Niall Jeffrey, and Benjamin D. Wandelt
    Machine Learning: Science and Technology, Mar 2024
  28. 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
  29. Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics
    Antoine Bourdin, Ronan Legin, Matthew Ho , and 3 more authors
    In ICML 2024 AI for Science Workshop , Jan 2024
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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

2023

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. Optimal simulation-based Bayesian decisions
    Justin Alsing, Thomas D. P. Edwards, and Benjamin Wandelt
    arXiv e-prints, Nov 2023
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. Cosmology with Galaxy Photometry Alone
    ChangHoon Hahn, Peter M. Melchior, Francisco Villaescusa-Navarro , and 1 more author
    In Machine Learning for Astrophysics , Jul 2023
  15. Dormant relics or active players: exploring black hole formation and feedback in dwarf galaxies with cosmological simulations
    Sophie Koudmani, Debora Sijacki, Matthew Smith , and 2 more authors
    In EAS2023, European Astronomical Society Annual Meeting , Jul 2023
  16. Supermassive black hole binaries on a moving mesh: the crucial role of accretion disc models for multi-messenger predictions
    Sophie Koudmani, Martin Bourne, Debora Sijacki , and 2 more authors
    In EAS2023, European Astronomical Society Annual Meeting , Jul 2023
  17. 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
  18. 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
  19. 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 Journal Letters, Jun 2023
  20. 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
  21. 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
  22. 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
  23. Erratum: Lossless, scalable implicit likelihood inference for cosmological fields
    T. Lucas Makinen, Tom Charnock, Justin Alsing , and 1 more author
    Journal of Cosmology and Astroparticle Physics, Apr 2023
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
    In Machine Learning and the Physical Sciences Workshop , Jan 2023
  29. Learning an Effective Evolution Equation for Particle-Mesh Simulations Across Cosmologies
    Nicolas Payot, Pablo Lemos, Laurence Perreault-Levasseur , and 3 more authors
    In Machine Learning and the Physical Sciences Workshop , Jan 2023
  30. 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
  31. 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
  32. 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 Journal Supplement Series, Jan 2023
  33. Information-Ordered Bottlenecks for Adaptive Semantic Compression
    Matthew Ho, Xiaosheng Zhao, and Benjamin Wandelt
    arXiv e-prints, May 2023
  34. 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
  35. 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
  36. 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
  37. 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

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

2020

  1. Neural physical engines for inferring the halo mass distribution function
    Tom Charnock, Guilhem Lavaux, Benjamin D. Wandelt , and 3 more authors
    \mnras, May 2020