************
Publications
************

#. | **Field-level multi-tracers simulation-based inference of cosmological parameters from 3D maps**
   | Giulio Scelfo, Satvik Mishra, Mauro Rigo, Roberto Trotta, Matteo Viel
   | `2605.26210 <https://arxiv.org/abs/2605.26210>`_

#. | **BOA Constrictor: A Mamba-based lossless compressor for scientific data**
   | Akshat Gupta, Caterina Doglioni, Thomas J. Elliott
   | `2026MLS&T <https://ui.adsabs.harvard.edu/abs/2026MLS%26T...7c5014G/abstract>`_

#. | **Simulation-based inference from the Lyman-alpha forest 1D power spectrum with CAMELS**
   | Francesco Sinigaglia, Patricia Iglesias-Navarro, Matteo Viel
   | `2603.13011 <https://arxiv.org/abs/2603.13011>`_

#. | **Cosmology with one galaxy: An analytic formula relating Ωm with galaxy properties**
   | Kito Liao, Francisco Villaescusa-Navarro, Romain Teysser, Natalí S. M. de Santi
   | `2602.07651 <https://arxiv.org/abs/2602.07651>`_

#. | **Assembly bias and local Primordial non-Gaussianity from DESI DR1 Quasars**
   | E. Fondi, L. Verde, E. Chaussidon, J. Aguilar, S. Ahlen, S. BenZvi, D. Bianchi, D. Brooks, T. Claybaugh, A. Cuceu, A. de la Macorra, P. Doel, S. Ferraro, J. E. Forero-Romero, E. Gaztañaga, S. Gontcho A Gontcho, G. Gutierrez, H. K. Herrera-Alcantar, D. Huterer, M. Ishak, R. Joyce, A. Kremin, O. Lahav, C. Lamman, M. Landriau, L. Le Guillou, M. Manera, P. Martini, A. Meisner, R. Miquel, S. Nadathur, N. Palanque-Delabrouille, W. J. Percival, F. Prada, I. Pérez-Ràfols, G. Rossi, L. Samushia, E. Sanchez, D. Schlegel, D. Sprayberry, G. Tarlé, B. A. Weaver, H. Zou  
   | `2602.12357 <https://arxiv.org/abs/2602.12357>`_  

#. | **Implications of the nanoHertz Gravitational-Wave Background for Galactic Feedback and Massive Black Hole Growth**
   | Megan Taylor Tillman, Blakesley Burkhart, Chiara M. F. Mingarelli, J. Andrew Casey-Clyde, Lars Hernquist, Sownak Bose, Eniko Regos, César Hernández-Aguayo  
   | `2602.15938 <https://arxiv.org/abs/2602.15938>`_

#. | **Cosmo-FOLD: Fast generation and upscaling of field-level cosmological maps with overlap latent diffusion**
   | Satvik, Mishra; Roberto, Trotta; Matteo, Viel
   | `2601.14377 <https://arxiv.org/abs/2601.14377>`_

#. | **CAMELS Environments: The Impact of Local Neighbours on Galaxy Evolution across the SIMBA, IllustrisTNG, ASTRID, and Swift-EAGLE Simulations**
   | Xavier, Sims; Daniel, Anglés-Alcázar; Boon-Kiat, Oh; Daisuke, Nagai; Jonathan, Mercedes-Feliz; Isabel, Medlock; Yueying, Ni; Christopher C., Lovell; Francisco, Villaescusa-Navarro
   | `2601.06290 <https://arxiv.org/abs/2601.06290>`_  

#. | **Cosmological back-reaction of baryons on dark matter in the CAMELS simulations**
   | Matthew, Gebhardt; Daniel, Anglés-Alcázar; Shy, Genel; Daisuke, Nagai; Boon Kiat, Oh; Isabel, Medlock; Jonathan, Mercedes-Feliz; Sagan, Sutherland; Max E., Lee; Xavier, Sims; Christopher C., Lovell; David N., Spergel; Romeel, Davé; Matthieu, Schaller; Joop, Schaye; Francisco, Villaescusa-Navarro
   | `2601.06258 <https://arxiv.org/abs/2601.06258>`_

#. | **A Correlation Between Black Hole Mass and Dark Matter Halo Concentration in Cosmological Simulations**
   | John K. Nino
   | `2512.17964 <https://arxiv.org/abs/2512.17964>`_ 

#. | **Intrinsic galaxy alignments in CAMELS simulations and the significant impact of baryon model**
   | Daniel Bilsborrow, Niall Jeffrey
   | `2511.21881 <https://arxiv.org/abs/2511.21881>`_ 

#. | **Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models**
   | Natalí S. M. de Santi, Francisco Villaescusa-Navarro, Pablo Araya-Araya, Gabriella De Lucia, Fabio Fontanot, Lucia A. Perez, Manuel Arnés-Curto, Violeta Gonzalez-Pérez, Ángel Chandro-Gómez, Rachel S. Somerville, Tiago Castro
   | `2512.10222 <https://arxiv.org/abs/2512.10222>`_

#. | **A new constraint on the y-distortion with FIRAS: implications for feedback models in galaxy formation and cosmic shear measurements**
   | Giulio Fabbian, Federico Bianchini, Alina Sabyr, J. Colin Hill, Christopher C. Lovell, Leander Thiele, David N. Spergel
   | `2512.03038 <https://arxiv.org/abs/2512.03038>`_  

#. | **Galactification: painting galaxies onto dark matter only simulations using a transformer-based model**
   | Shivam Pandey, Christopher C. Lovell, Chirag Modi, Benjamin D. Wandelt
   | `2511.08438 <https://arxiv.org/abs/2511.08438>`_

#. | **Hybrid Physical-Neural Simulator for Fast Cosmological Hydrodynamics**
   | Arne Thomsen, Tilman Tröster, Francois Lanusse
   | `2510.26593 <https://arxiv.org/abs/2510.26593>`_

#. | **jFoF: GPU Cluster Finding with Gradient Propagation**
   | Benjamin Horowitz, Adrian E. Bayer
   | `2510.26851 <https://arxiv.org/abs/2510.26851>`_

#. | **BaryonBridge: Stochastic Interpolant Model for Fast Hydrodynamical Simulations**
   | Benjamin Horowitz, Carolina Cuesta-Lazaro, Omar Yehia
   | `2510.19224 <https://arxiv.org/abs/2510.19224>`_

#. | **Leveraging Machine Learning and Hydrodynamic Simulations of Galaxy Formation to Illuminate the Effects of Incident Radiation Fields on Atomic Gas Cooling and Heating Functions**
   | David B. Robinson
   | `PhD Thesis <https://backend.production.deepblue-documents.lib.umich.edu/server/api/core/bitstreams/99e25db7-e1e5-4d4e-9ded-acc8e33c56f2/content>`_

#. | **Exploring the impact of AGN feedback model variations on the Lyman-α Forest Flux Power Spectrum**
   | Megan Pirecki, Megan Taylor Tillman, Blakesley Burkhart, Stephanie Tonnesen, Simeon Bird
   | `2509.18260 <https://arxiv.org/abs/2509.18260>`_

#. | **One latent to fit them all: a unified representation of baryonic feedback on matter distribution**
   | Shurui Lin, Yin Li, Shy Genel, Francisco Villaescusa-Navarro, Biwei Dai, Wentao Luo, Yang Wang
   | `2509.01881 <https://arxiv.org/abs/2509.01881>`_

#. | **How does feedback affect the star formation histories of galaxies?**
   | Kartheik G. Iyer, Tjitske K. Starkenburg, Greg L. Bryan, Rachel S. Somerville, Juan Pablo Alfonzo, Daniel Angles-Alcazar, Suchetha Cooray, Romeel Davé, Austen Gabrielpillai, Shy Genel, Sultan Hassan, Lars Hernquist, Christian Kragh Jespersen, Christopher C. Lovell, Boon Kiat Oh, Camilla Pacifici, Lucia A. Perez, Laura Sommovigo, Joshua S. Speagle, Sandro Tacchella, Megan T. Tillman, Francisco Villaescusa-Navarro, John F. Wu
   | `2508.21152 <https://arxiv.org/abs/2508.21152>`_

#. | **Detecting Model Misspecification in Cosmology with Scale-Dependent Normalizing Flows**
   | Aizhan Akhmetzhanova, Carolina Cuesta-Lazaro, Siddharth Mishra-Sharma
   | `2508.05744 <https://www.arxiv.org/abs/2508.05744>`_

#. | **Probabilistic cosmological inference on HI tomographic data**
   | Sambatra Andrianomena
   | `2507.21682 <https://arxiv.org/abs/2507.21682>`_

#. | **Stellar Mass-Dispersion Measure Correlations Constrain Baryonic Feedback in Fast Radio Burst Host Galaxies**
   | Calvin Leung, Sunil Simha, Isabel Medlock, Daisuke Nagai, Kiyoshi W. Masui, Lordrick A. Kahinga, Adam E. Lanman, Shion Andrew, Kevin Bandura, Alice P. Curtin, B. M. Gaensler, Nina Gusinskaia, Ronniy C. Joseph, Mattias Lazda, Lluis Mas-Ribas, Bradley W. Meyers, Kenzie Nimmo, Aaron B. Pearlman, J. Xavier Prochaska, Mawson W. Sammons, Kaitlyn Shin, Kendrick Smith, Haochen Wang
   | `2507.16816 <https://arxiv.org/abs/2507.16816>`_
   
#. | **Reconstruction of Dark Matter and Baryon Density From Galaxies: A Comparison of Linear, Halo Model and Machine Learning-Based Methods**
   | Jordan Krywonos, Yurii Kvasiuk, Matthew C. Johnson, Moritz Munchmeyer
   | `2507.12530 <https://arxiv.org/abs/2507.12530>`_

#. | **CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning**
   | Ningyuan Huang, Richard Stiskalek, Jun-Young Lee, Adrian E. Bayer, Charles C. Margossian, Christian Kragh Jespersen, Lucia A. Perez, Lawrence K. Saul, Francisco Villaescusa-Navarro
   | `2507.03707 <https://arxiv.org/abs/2507.03707>`_

#. | **The Cosmological analysis of X-ray cluster surveys VII. Bypassing scaling relations with Lagrangian Deep Learning and Simulation-based inference**
   | Nicolas Cerardi, Marguerite Pierre, Francois Lanusse, Xavier Corap
   | `2507.01820 <https://arxiv.org/abs/2507.01820>`_

#. | **Investigating the Parameters Driving Black Hole-Galaxy Coevolution**
   | Rachel Cleveland 
   | `University Scholar Project <https://digitalcommons.lib.uconn.edu/cgi/viewcontent.cgi?article=1111&context=usp_projects>`_

#. | **syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum**
   | Lukas Kammerer, Deaglan J. Bartlett, Gabriel Kronberger, Harry Desmond, Pedro G. Ferreira
   | `2506.08783 <https://arxiv.org/abs/2506.08783>`_

#. | **Multilevel neural simulation-based inference**
   | Yuga Hikida, Ayush Bharti, Niall Jeffrey, François-Xavier Briol
   | `2506.06087 <https://arxiv.org/abs/2506.06087>`_

#. | **Cosmology with Topological Deep Learning**
   | Jun-Young Lee, Francisco Villaescusa-Navarro
   | `2505.23904 <https://arxiv.org/abs/2505.23904>`_

#. | **Transfer learning for multifidelity simulation-based inference in cosmology**
   | Alex A. Saoulis, Davide Piras, Niall Jeffrey, Alessio Spurio Mancini, Ana M. G. Ferreira, Benjamin Joachimi
   | `2505.21215 <https://arxiv.org/abs/2505.21215>`_

#. | **Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations**
   | Adrian E. Bayer, Francisco Villaescusa-Navarro, Sammy Sharief, Romain Teyssier, Lehman H. Garrison, Laurence Perreault-Levasseur, Greg L. Bryan, Marco Gatti, Eli Visbal
   | `2505.13620 <https://arxiv.org/abs/2505.13620>`_

#. | **Probing the co-evolution of SMBHs and their hosts from scaling relations pairwise residuals: dominance of stellar velocity dispersion and host halo mass**
   | Francesco Shankar, Mariangela Bernardi, Daniel Roberts, Miguel Arana-Catania, Tobias Grubenmann, Melanie Habouzit, Amy Smith, Christopher Marsden, Karthik Mahesh Varadarajan, Alba Vega Alonso Tetilla, Daniel Angles-Alcazar, Lumen Boco, Duncan Farrah, Hao Fu, Henryk Haniewicz, Andrea Lapi, Christopher C. Lovell, Nicola Menci, Meredith Powell, Federica Ricci
   | `2505.02920 <https://arxiv.org/abs/2505.02920>`_

#. | **A hydrodynamical simulations-based model that connects the FRB DM--redshift relation to suppression of the matter power spectrum via feedback**
   | Kritti Sharma, Elisabeth Krause, Vikram Ravi, Robert Reischke, Pranjal R. S., Liam Connor
   | `2504.18745 <https://arxiv.org/abs/2504.18745>`_


#. | **Fast Baryonic Field Painting for Sunyaev-Zel'dovich Analyses: Transfer Function vs. Hybrid Effective Field Theory**
   | R. Henry Liu, Boryana Hadzhiyska, Simone Ferraro, Sownak Bose, Cesar Hernandez-Aguayo
   | `2504.11794 <https://arxiv.org/abs/2504.11794>`_
   
#. | **Interpreting Cosmological Information from Neural Networks in the Hydrodynamic Universe**
   | Arnab Lahiry, Adrian E. Bayer, Francisco Villaescusa-Navarro
   | `2504.17839 <https://arxiv.org/abs/2504.17839>`_

#. | **On the effects of parameters on galaxy properties in CAMELS and the predictability of Omega_m**
   | Gabriella Contardo, Roberto Trotta, Serafina Di Gioia, David W. Hogg, Francisco Villaescusa-Navarro
   | `2503.22654 <https://arxiv.org/abs/2503.22654>`_

#. | **Local Primordial non-Gaussian Bias from Time Evolution**
   | James M. Sullivan, Uros Seljak
   | `2503.21736 <https://arxiv.org/abs/2503.21736>`_ 

#. | **Cosmology with One Galaxy: Auto-Encoding the Galaxy Properties Manifold**
   | Amanda Lue, Shy Genel, Marc Huertas-Company, Francisco Villaescusa-Navarro, Matthew Ho
   | `2502.17568 <https://arxiv.org/abs/2502.17568>`_

#. | **CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations III. The physics behind the emergence of the golden mass scale**
   | C. Tortora, V. Busillo, N. R. Napolitano, L. V. E. Koopmans, G. Covone, S. Genel, F. Villaescusa-Navarro, M. Silvestrini
   | `2502.13589 <https://arxiv.org/abs/2502.13589>`_

#. | **Towards Robustness Across Cosmological Simulation Models TNG, SIMBA, ASTRID, and EAGLE**
   | Yongseok Jo, Shy Genel, Anirvan Sengupta, Benjamin Wandelt, Rachel Somerville, Francisco Villaescusa-Navarro
   | `2502.13239 <https://arxiv.org/abs/2502.13239>`_

#. | **Hydrodynamic methods and sub-resolution models for cosmological simulations**
   | Milena Valentini, Klaus Dolag
   | `2502.06954 <https://arxiv.org/abs/2502.06954>`_

#. | **Constraining the Effect of Baryonic Feedback on the Matter Power Spectrum with Fast Radio Bursts**
   | Isabel Medlock, Daisuke Nagai, Daniel Angles Alcazar, Matthew Gebhardt 
   | `2501.17922 <https://arxiv.org/abs/2501.17922>`_

#. | **A Neural Network Model for the Cosmic Dispersion Measure in the CAMELS Simulations**
   | Qi Guo, Khee-Gan Lee
   | `2501.16709 <https://arxiv.org/abs/2501.16709>`_

#. | **Probabilistic Galaxy Field Generation with Diffusion Models**
   | Tanner Sether, Elena Giusarma, Mauricio Reyes-Hurtado
   | `2412.05131 <https://arxiv.org/abs/2412.05131>`_

#. | **X-raying CAMELS: Constraining Baryonic Feedback in the Circum-Galactic Medium with the CAMELS simulations and eRASS X-ray Observations**
   | Erwin T. Lau, Daisuke Nagai, Akos Bogdán, Isabel Medlock, Benjamin D. Oppenheimer, Nicholas Battaglia, Daniel Angles-Alcazar, Shy Genel, Yueying Ni, Francisco Villaescusa-Navarro
   | `2412.04559 <https://arxiv.org/abs/2412.04559>`_

#. | **An analytical model for the dispersion measure of Fast Radio Burst host galaxies**
   | Robert Reischke, Michael Kovac, Andrina Nicola, Steffen Hagstotz, Aurel Schneider
   | `2411.17682 <https://arxiv.org/abs/2411.17682>`_

#. | **Learning the Universe: Cosmological and Astrophysical Parameter Inference with Galaxy Luminosity Functions and Colours**
   | Christopher C. Lovell, Tjitske Starkenburg, Matthew Ho, Daniel Anglés-Alcázar, Romeel Davé, Austen Gabrielpillai, Kartheik Iyer, Alice E. Matthews, William J. Roper, Rachel Somerville, Laura Sommovigo, Francisco Villaescusa-Navarro
   | `2411.13960 <https://arxiv.org/abs/2411.13960>`_

#. | **Towards cosmological inference on unlabeled out-of-distribution HI observational data**
   | Sambatra Andrianomena, Sultan Hassan
   | `2411.10515 <https://arxiv.org/abs/2411.10515>`_

#. | **Learning Optimal and Interpretable Summary Statistics of Galaxy Catalogs with SBI**
   | Kai Lehman, Sven Krippendorf, Jochen Weller, Klaus Dolag
   | `2411.08957 <https://arxiv.org/abs/2411.08957>`_

#. | **Reconstruction of Continuous Cosmological Fields from Discrete Tracers with Graph Neural Networks**
   | Yurii Kvasiuk, Jordan Krywonos, Matthew C. Johnson, Moritz Münchmeyer
   | `2411.02496 <https://arxiv.org/abs/2411.02496>`_

#. | **On the Significance of Covariance for Constraining Theoretical Models From Galaxy Observables**
   | Yongseok Jo, Shy Genel, Joel Leja, Benjamin Wandelt
   | `2410.21722 <https://arxiv.org/abs/2410.21722>`_

#. | **Quantifying Baryonic Feedback on Warm-Hot Circumgalactic Medium in CAMELS Simulations**
   | Isabel Medlock, Chloe Neufeld, Daisuke Nagai, Daniel Angles Alcazar, Shy Genel, Benjamin Oppenheimer, Priyanka Singh, Francisco Villaescusa-Navarro
   | `2410.16361 <https://arxiv.org/abs/2410.16361>`_

#. | **Cosmological and Astrophysical Parameter Inference from Stacked Galaxy Cluster Profiles Using CAMELS-zoomGZ**
   | Elena Hernández-Martínez, Shy Genel, Francisco Villaescusa-Navarro, Ulrich P. Steinwandel, Max E. Lee, Erwin T. Lau, David N. Spergel
   | `2410.10942 <https://arxiv.org/abs/2410.10942>`_

#. | **The evolving role of astrophysical modelling in dark matter halo relaxation response**
   | Premvijay Velmani, Aseem Paranjape
   | `2408.04864 <https://arxiv.org/abs/2408.04864>`_

#. | **Stirring the cosmic pot: how black hole feedback shapes the matter power spectrum in the Fable simulations**
   | Sergio Martin-Alvarez, Vid Iršič, Sophie Koudmani, Martin Bourne, Leah Bigwood, Debora Sijacki
   | `2407.18349 <https://arxiv.org/abs/2407.18349>`_

#. | **Machine Learning methods for extracting cosmological information**
   | Natali de Santi
   | `PhD thesis <https://www.teses.usp.br/teses/disponiveis/43/43134/tde-15072024-101341/publico/tesenatalisolermatubarodesanti.pdf>`__

#. | **Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo**
   | Nayantara Mudur, Carolina Cuesta-Lazaro, Douglas P. Finkbeiner
   | `2405.05255 <https://arxiv.org/abs/2405.05255>`_

#. | **Cosmology from one galaxy in voids?**
   | Bonny Y. Wang, Alice Pisani
   | `2405.04447 <https://arxiv.org/abs/2405.04447>`_

#. | **Parameter estimation from Lyα forest in Fourier space using Information Maximising Neural Network**
   | Soumak Maitra, Stefano Cristiani, Matteo Viel, Roberto Trotta, Guido Cupani
   | `2404.04327 <https://arxiv.org/abs/2404.04327>`_

#. | **Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies with CAMELS**
   | Victoria Ono, Core Francisco Park, Nayantara Mudur, Yueying Ni, Carolina Cuesta-Lazaro, Francisco Villaescusa-Navarro
   | `2403.10648 <https://arxiv.org/abs/2403.10648>`_

#. | **Zooming by in the CARPoolGP lane: new CAMELS-TNG simulations of zoomed-in massive halos**
   | Max E. Lee, Shy Genel, Benjamin D. Wandelt, Benjamin Zhang, Ana Maria Delgado, Shivam Pandey, Erwin T. Lau, Christopher Carr, Harrison Cook, Daisuke Nagai, Daniel Angles-Alcazar, Francisco Villaescusa-Navarro, Greg L. Bryan
   | `2403.10609 <https://arxiv.org/abs/2403.10609>`_

#. | **Galaxy dispersion measured by Fast Radio Bursts as a probe of baryonic feedback models**
   | Alexander Theis, Steffen Hagstotz, Robert Reischke, Jochen Weller
   | `2403.08611 <https://arxiv.org/abs/2403.08611>`_

#. | **Probing the Circum-Galactic Medium with Fast Radio Bursts: Insights from the CAMELS Simulations**
   | Isabel Medlock, Daisuke Nagai, Priyanka Singh, Benjamin Oppenheimer, Daniel Angles Alcazar, Francisco Villaescusa-Navarro 
   | `2403.02313 <https://arxiv.org/abs/2403.02313>`_

#. | **Cosmological multifield emulator**
   | Sambatra Andrianomena, Sultan Hassan, Francisco Villaescusa-Navarro
   | `2402.10997 <https://arxiv.org/abs/2402.10997>`_

#. | **A field-level emulator for modeling baryonic effects across hydrodynamic simulations**
   | Divij Sharma, Biwei Dai, Francisco Villaescusa-Navarro, Uros Seljak
   | `2401.15891 <https://arxiv.org/abs/2401.15891>`_

#. | **Modeling the Kinematics of Central and Satellite Galaxies Using Normalizing Flows**
   | K.J. Kwon, ChangHoon Hahn
   | `2401.12318 <https://arxiv.org/abs/2401.12318>`_

#. | **Cosmological Field Emulation and Parameter Inference with Diffusion Models**
   | Nayantara Mudur, Carolina Cuesta-Lazaro, Douglas P. Finkbeiner
   | `2312.07534 <https://arxiv.org/abs/2312.07534>`_

#. | **Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations**
   | Yash Gondhalekar, Sultan Hassan, Naomi Saphra, Sambatra Andrianomena
   | `2311.18007 <https://arxiv.org/abs/2311.18007>`_

#. | **Learning an Effective Evolution Equation for Particle-Mesh Simulations Across Cosmologies**
   | Nicolas Payot, Pablo Lemos, Laurence Perreault-Levasseur, Carolina Cuesta-Lazaro, Chirag Modi, Yashar Hezaveh
   | `2311.18017 <https://arxiv.org/abs/2311.18017>`_

#. | **Taming assembly bias for primordial non-Gaussianity**
   | Emanuele Fondi, Licia Verde, Francisco Villaescusa-Navarro, Marco Baldi, William R. Coulton, Gabriel Jung, Dionysios Karagiannis, Michele Liguori, Andrea Ravenni, Benjamin D. Wandelt
   | `2311.10088 <https://arxiv.org/abs/2311.10088>`_

#. | **Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models**
   | Core Francisco Park, Victoria Ono, Nayantara Mudur, Yueying Ni, Carolina Cuesta-Lazaro
   | `2311.08558 <https://arxiv.org/abs/2311.08558>`_

#. | **Baryonic Imprints on DM Halos: the concentration-mass relation and its dependence on halo and galaxy properties**
   | Mufan Shao, Dhayaa Anbajagane
   | `2311.03491 <https://arxiv.org/abs/2311.03491>`_

#. | **Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets**
   | Andrea Roncoli, Aleksandra Ćiprijanović, Maggie Voetberg, Francisco Villaescusa-Navarro, Brian Nord
   | `2311.01588 <https://arxiv.org/abs/2311.01588>`_

#. | **HIDM: Emulating Large Scale HI Maps using Score-based Diffusion Models**
   | Sultan Hassan, Sambatra Andrianomena
   | `2311.00833 <https://arxiv.org/abs/2311.00833>`_

#. | **Latent space representations of cosmological fields**
   | Sambatra Andrianomena, Sultan Hassan
   | `2311.00799 <https://arxiv.org/abs/2311.00799>`_ 

#. | **Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects**
   | Natalí S. M. de Santi, Francisco Villaescusa-Navarro, L. Raul Abramo, Helen Shao, Lucia A. Perez, Tiago Castro, Yueying Ni, Christopher C. Lovell, Elena Hernandez-Martinez, Federico Marinacci, David N. Spergel, Klaus Dolag, Lars Hernquist, Mark Vogelsberger
   | `2310.15234 <https://arxiv.org/abs/2310.15234>`_

#. | **Cosmology with Galaxy Photometry Alone**
   | ChangHoon Hahn, Francisco Villaescusa-Navarro, Peter Melchior, Romain Teyssier
   | `2310.08634 <https://arxiv.org/abs/2310.08634>`_

#. | **Exploring chemical enrichment of the intracluster medium with the Line Emission Mapper**
   | François Mernier, Yuanyuan Su, Maxim Markevitch, Congyao Zhang, Aurora Simionescu, Elena Rasia, Sheng-Chieh Lin, Irina Zhuravleva, Arnab Sarkar, Ralph P. Kraft, Anna Ogorzalek, Mohammadreza Ayromlou, William R. Forman, Christine Jones, Joel N. Bregman, Stefano Ettori, Klaus Dolag, Veronica Biffi, Eugene Churazov, Ming Sun, John ZuHone, Ákos Bogdán, Ildar I. Khabibullin, Norbert Werner, Nhut Truong, Priyanka Chakraborty, Stephen A. Walker, Mark Vogelsberger, Annalisa Pillepich, Mohammad S. Mirakhor
   | `2310.04499 <https://arxiv.org/abs/2310.04499>`_

#. | **Cosmology with multiple galaxies**
   | Chaitanya Chawak, Francisco Villaescusa-Navarro, Nicolas Echeverri Rojas, Yueying Ni, ChangHoon Hahn, Daniel Angles-Alcazar
   | `2309.12048 <https://arxiv.org/abs/2309.12048>`_

#. | **An Observationally Driven Multifield Approach for Probing the Circum-Galactic Medium with Convolutional Neural Networks**
   | Naomi Gluck, Benjamin D. Oppenheimer, Daisuke Nagai, Francisco Villaescusa-Navarro, Daniel Angles-Alcazar 
   | `2309.07912 <https://arxiv.org/abs/2309.07912>`_

#. | **CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations -- I. Constraining physical processes in local star-forming galaxies**
   | Valerio Busillo, Crescenzo Tortora, Nicola R. Napolitano, Leon V. E. Koopmans, Giovanni Covone, Fabrizio Gentile, Leslie K. Hunt
   | `2308.14822 <https://arxiv.org/abs/2308.14822>`_

#. | **Data Compression and Inference in Cosmology with Self-Supervised Machine Learning**
   | Aizhan Akhmetzhanova, Siddharth Mishra-Sharma, Cora Dvorkin
   | `2308.09751 <https://arxiv.org/abs/2308.09751>`_

#. | **Learnable wavelet neural networks for cosmological inference**
   | Christian Pedersen, Michael Eickenberg, Shirley Ho
   | `2307.14362 <https://arxiv.org/abs/2307.14362>`_

#. | **Cosmological baryon spread and impact on matter clustering in CAMELS**
   | Matthew Gebhardt, Daniel Angles-Alcazar, Josh Borrow, Shy Genel, Francisco Villaescusa-Navarro, Yueying Ni, Christopher Lovell, Daisuke Nagai, Romeel Dave, Federico Marinacci, Mark Vogelsberger, Lars Hernquist
   | `2307.11832 <https://arxiv.org/abs/2307.11832>`_
   
#. | **A Hierarchy of Normalizing Flows for Modelling the Galaxy-Halo Relationship**
   | Christopher C. Lovell, Sultan Hassan, Daniel Anglés-Alcázar, Greg Bryan, Giulio Fabbian, Shy Genel, ChangHoon Hahn, Kartheik Iyer, James Kwon, Natalí de Santi, Francisco Villaescusa-Navarro
   | `2307.06967 <https://arxiv.org/abs/2307.06967>`_

#. | **An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low Redshift Lyman-**:math:`\alpha` **Forest**
   | Megan Taylor Tillman, Blakesley Burkhart, Stephanie Tonnesen, Simeon Bird, Greg L. Bryan, Daniel Anglés-Alcázar, Sultan Hassan, Rachel S. Somerville, Romeel Davé, Federico Marinacci, Lars Hernquist, Mark Vogelsberger
   | `2307.06360 <https://arxiv.org/abs/2307.06360>`_

#. | **Probabilistic matching of real and generated data statistics in generative adversarial networks**
   | Philipp Pilar, Niklas Wahlström
   | `2306.10943 <https://arxiv.org/abs/2306.10943>`_

#. | **Multi-Epoch Machine Learning 2: Identifying physical drivers of galaxy properties in simulations**
   | Robert McGibbon, Sadegh Khochfar
   | `2306.07728 <https://arxiv.org/abs/2306.07728>`_

#. | **Forecasting the power of Higher Order Weak Lensing Statistics with automatically differentiable simulations**
   | Denise Lanzieri, François Lanusse, Chirag Modi, Benjamin Horowitz, Joachim Harnois-Déraps, Jean-Luc Starck, The LSST Dark Energy Science Collaboration
   | `2305.07531 <https://arxiv.org/abs/2305.07531>`_

#. | **Interpreting Sunyaev-Zel'dovich observations with MillenniumTNG: Mass and environment scaling relations**
   | Boryana Hadzhiyska, Simone Ferraro, Rüdiger Pakmor, Sownak Bose, Ana Maria Delgado, César Hernández-Aguayo, Rahul Kannan, Volker Springel, Simon D. M. White, Lars Hernquist
   | `2305.00992 <https://arxiv.org/abs/2305.00992>`_

#. | **Cosmology with one galaxy? -- The ASTRID model and robustness**
   | Nicolas Echeverri, Francisco Villaescusa-Navarro, Chaitanya Chawak, Yueying Ni, ChangHoon Hahn, Elena Hernandez-Martinez, Romain Teyssier, Daniel Angles-Alcazar, Klaus Dolag, Tiago Castro
   | `2304.06084 <https://arxiv.org/abs/2304.06084>`_

#. | **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, Francisco Villaescusa-Navarro, Yongseok Jo, Simeon Bird, Tiziana Di Matteo, Rupert Croft, Nianyi Chen, Natalí S. M. de Santi, Matthew Gebhardt, Helen Shao, Shivam Pandey, Lars Hernquist, Romeel Dave
   | `2304.02096 <https://arxiv.org/abs/2304.02096>`_

#. | **Invertible mapping between fields in CAMELS**
   | Sambatra Andrianomena, Sultan Hassan, Francisco Villaescusa-Navarro
   | `2303.07473 <https://arxiv.org/abs/2303.07473>`_

#. | **A universal equation to predict** :math:`\Omega_{\rm m}` **from halo and galaxy catalogues**
   | Helen Shao, Natali S. M. de Santi, Francisco Villaescusa-Navarro, Romain Teyssier, Yueying Ni, Daniel Angles-Alcazar, Shy Genel, Ulrich P. Steinwandel, Elena Hernandez-Martınez, Klaus Dolag, Christopher C. Lovell, Lehman H. Garrison, Eli Visbal, Mihir Kulkarni, Lars Hernquist, Tiago Castro, Mark Vogelsberger
   | `2302.14591 <https://arxiv.org/abs/2302.14591>`_ | `video <https://www.youtube.com/watch?v=STZHvDHkVgo&ab_channel=CAMELS>`__ |

#. | **Robust field-level likelihood-free inference with galaxies**
   | Natalí S. M. de Santi, Helen Shao, Francisco Villaescusa-Navarro, L. Raul Abramo, Romain Teyssier, Pablo Villanueva-Domingo, Yueying Ni, Daniel Anglés-Alcázar, Shy Genel, Elena Hernandez-Martinez, Ulrich P. Steinwandel, Christopher C. Lovell, Klaus Dolag, Tiago Castro, Mark Vogelsberger
   | `2302.14101 <https://arxiv.org/abs/2302.14101>`_ | `video <https://www.youtube.com/watch?v=b59ep7cyPOs&ab_channel=NatalideSanti>`__ |

#. | **Topological data analysis reveals differences between simulated galaxies and dark matter haloes**
   | Aaron Ouellette, Gilbert Holder, Ely Kerman
   | `2302.01363 <https://arxiv.org/abs/2302.01363>`_

#. | **Perturbation-theory informed integrators for cosmological simulations**
   | Florian List, Oliver Hahn
   | `2301.09655 <https://arxiv.org/abs/2301.09655>`_

#. | **On the choice of the most suitable indicator for the assembly state of dark matter haloes through cosmic time**
   | David Vallés-Pérez, Susana Planelles, Óscar Monllor-Berbegal, Vicent Quilis
   | `2301.02253 <https://arxiv.org/abs/2301.02253>`_

#. | **Predicting the impact of feedback on matter clustering with machine learning in CAMELS**
   | Ana Maria Delgado, Daniel Angles-Alcazar, Leander Thiele, Michelle Ntampaka, Shivam Pandey, Kai Lehman, Rachel S. Somerville, Shy Genel, Francisco Villaescusa-Navarro
   | `2301.02231 <https://arxiv.org/abs/2301.02231>`_

#. | **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, Yueying Ni, Daniel Anglés-Alcázar, Shy Genel, Francisco Villaescusa-Navarro, Ana Maria Delgado, Tiziana di Matteo
   | `2301.02186 <https://arxiv.org/abs/2301.02186>`_

#. | **Baryonic Imprints on DM Halos: The concentration-mass relation in the CAMELS simulations**
   | Mufan Shao, Dhayaa Anbajagane, Chihway Chang
   | `2212.05964 <https://arxiv.org/abs/2212.05964>`_

#. | **Calibrating cosmological simulations with implicit likelihood inference using galaxy growth observables**
   | Yongseok Jo, Shy Genel, Benjamin Wandelt, Rachel Somerville, Francisco Villaescusa-Navarro, Greg L. Bryan, Daniel Angles-Alcazar, Daniel Foreman-Mackey, Dylan Nelson, Ji-hoon Kim
   | `2211.16461 <https://arxiv.org/abs/2211.16461>`_

#. | **X-ray Absorption Lines in the Warm-Hot Intergalactic Medium: Probing Chandra observations with the CAMEL simulations**
   | Amanda Butler Contreras, Erwin T. Lau, Benjamin D. Oppenheimer, Ákos Bogdán, Megan Tillman, Daisuke Nagai, Orsolya E. Kovács, Blakesley Burkhart
   | `2211.15675 <https://arxiv.org/abs/2211.15675>`_

#. | **HIGlow: Conditional Normalizing Flows for High-Fidelity HI Map Modeling**
   | Roy Friedman, Sultan Hassan
   | `2211.12724 <https://arxiv.org/abs/2211.12724>`_

#. | **Can denoising diffusion probabilistic models generate realistic astrophysical fields?**
   | Nayantara Mudur, Douglas P. Finkbeiner
   | `2211.12444 <https://arxiv.org/abs/2211.12444>`_
   
#. | **Emulating cosmological multifields with generative adversarial networks**
   | Sambatra Andrianomena, Francisco Villaescusa-Navarro, Sultan Hassan
   | `2211.05000 <https://arxiv.org/abs/2211.05000>`_ 

#. | **Evidence for efficient long-range AGN jet feedback from the low redshift Lyman-α forest**
   | Megan Taylor Tillman, Blakesley Burkhart, Stephanie Tonnesen, Simeon Bird, Greg L. Bryan, Daniel Angles-Alcazar, Romeel Dave, Shy Genel
   | `2210.02467 <https://arxiv.org/abs/2210.02467>`_

#. | **Robust field-level inference with dark matter halos**
   | Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo, Romain Teyssier, Lehman H. Garrison, Marco Gatti, Derek Inman, Yueying Ni, Ulrich P. Steinwandel, Mihir Kulkarni, Eli Visbal, Greg L. Bryan, Daniel Angles-Alcazar, Tiago Castro, Elena Hernandez-Martinez, Klaus Dolag
   | `2209.06843 <https://arxiv.org/abs/2209.06843>`_ | `video <https://www.youtube.com/watch?v=qkw92Z6owJU>`__ |

#. | **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, Shivam Pandey, Francisco Villaescusa-Navarro, David N. Spergel, Miles Cranmer, Daisuke Nagai, Daniel Anglés-Alcázar, Shirley Ho, Lars Hernquist
   | `2209.02075 <https://arxiv.org/abs/2209.02075>`_ | `video <https://www.youtube.com/watch?v=JKpXrMb4dJg>`__ |

#. | **Studying the Warm Hot Intergalactic Medium in emission: a reprise**
   | Gabriele Parimbelli, Enzo Branchini, Matteo Viel, Francisco Villaescusa-Navarro, John ZuHone
   | `2209.00657 <https://arxiv.org/abs/2209.00657>`_

#. | **Predictive uncertainty on improved astrophysics recovery from multifield cosmology**
   | Sambatra Andrianomena, Sultan Hassan
   | `2208.08927 <https://arxiv.org/abs/2208.08927>`_

#. | **Hybrid Physical-Neural ODEs for Fast N-body Simulations**
   | Denise Lanzieri, François Lanusse, Jean-Luc Starck
   | `2207.05509 <https://arxiv.org/abs/2207.05509>`_

#. | **The halo finding problem revisited: a deep revision of the ASOHF code**
   | David Valles-Perez, Susana Planelles, Vicent Quilis
   | `2205.02245 <https://arxiv.org/abs/2205.02245>`_

#. | **Learning cosmology and clustering with cosmic graphs**
   | Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro
   | `2204.13713 <https://arxiv.org/abs/2204.13713>`_

#. | **Constraining cosmology with machine learning and galaxy clustering: the CAMELS-SAM suite**
   | Lucia A. Perez, Shy Genel, Francisco Villaescusa-Navarro, Rachel S. Somerville, Austen Gabrielpillai, Daniel Anglés-Alcázar, Benjamin D. Wandelt, L.Y. Aaron Yung
   | | `2204.02408 <https://arxiv.org/abs/2204.02408>`_ | `video <https://www.youtube.com/watch?v=sx0RCW2p4eU&t=178s>`__ | 

#. | **Breaking baryon-cosmology degeneracy with the electron density power spectrum**
   | Andrina Nicola, Francisco Villaescusa-Navarro, David N. Spergel, Jo Dunkley, Daniel Anglés-Alcázar, Romeel Davé, Shy Genel, Lars Hernquist, Daisuke Nagai, Rachel S. Somerville, Benjamin D. Wandelt
   | | `2201.04142 <https://arxiv.org/abs/2201.04142>`_ | `video <https://www.youtube.com/watch?v=D_CLangkIDE>`__ | 

#. | **The Circumgalactic Medium from the CAMELS Simulations: Forecasting Constraints on Feedback Processes from Future Sunyaev-Zeldovich Observations**
   | Emily Moser, Nicholas Battaglia, Daisuke Nagai, Erwin Lau, Luis Fernando Machado Poletti Valle, Francisco Villaescusa-Navarro, Stefania Amodeo, Daniel Angles-Alcazar, Greg L. Bryan, Romeel Dave, Lars Hernquist, Mark Vogelsberger
   | | `2201.02708 <https://arxiv.org/abs/2201.02708>`_ | `blog <https://www.camel-simulations.org/single-post/the-circumgalactic-medium-with-the-sunyaev-zeldovich-effect>`__ |

#. | **Cosmology with one galaxy?**
   | Francisco Villaescusa-Navarro, Jupiter Ding, Shy Genel, Stephanie Tonnesen, Valentina La Torre, David N. Spergel, Romain Teyssier, Yin Li, Caroline Heneka, Pablo Lemos, Daniel Anglés-Alcázar, Daisuke Nagai, Mark Vogelsberger
   | | `2201.02202 <https://arxiv.org/abs/2201.02202>`_ | `video <https://www.youtube.com/watch?v=4AfjqEj_MaI>`__ | `Quanta Magazine article <https://www.quantamagazine.org/with-one-galaxy-ai-defines-a-whole-simulated-universe-20220120/>`_ | `New Yorker article <https://www.newyorker.com/science/elements/what-can-we-learn-about-the-universe-from-just-one-galaxy>`_ | 

#. | **The CAMELS project: public data release**
   | Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar, Lucia A. Perez, Pablo Villanueva-Domingo, Digvijay Wadekar, Helen Shao, Faizan G. Mohammad, Sultan Hassan, Emily Moser, Erwin T. Lau, Luis Fernando Machado Poletti Valle, Andrina Nicola, Leander Thiele, Yongseok Jo, Oliver H. E. Philcox, Benjamin D. Oppenheimer, Megan Tillman, ChangHoon Hahn, Neerav Kaushal, Alice Pisani, Matthew Gebhardt, Ana Maria Delgado, Joyce Caliendo, Christina Kreisch, Kaze W.K. Wong, William R. Coulton, Michael Eickenberg, Gabriele Parimbelli, Yueying Ni, Ulrich P. Steinwandel, Valentina La Torre, Romeel Dave, Nicholas Battaglia, Daisuke Nagai, David N. Spergel, Lars Hernquist, Blakesley Burkhart, Desika Narayanan, Benjamin Wandelt, Rachel S. Somerville, Greg L. Bryan, Matteo Viel, Yin Li, Vid Irsic, Katarina Kraljic, Mark Vogelsberger
   | | `2201.01300 <https://arxiv.org/abs/2201.01300>`_ | `video <https://www.youtube.com/watch?v=6Vgc72a_VpY>`_ | `press release <https://www.simonsfoundation.org/2022/01/06/the-largest-suite-of-cosmic-simulations-for-ai-training-is-now-free-to-download-already-spurring-discoveries/>`__ | 

#. | **Augmenting astrophysical scaling relations with machine learning : application to reducing the SZ flux-mass scatter**
   | Digvijay Wadekar, Leander Thiele, Francisco Villaescusa-Navarro, J. Colin Hill, David N. Spergel, Miles Cranmer, Nicholas Battaglia, Daniel Anglés-Alcázar, Lars Hernquist, Shirley Ho
   | | `2201.01305 <https://arxiv.org/abs/2201.01305>`_ | `video <https://www.youtube.com/watch?v=w_ohkLYMSzs>`__ | `press release 1 <https://www.ias.edu/news/astrophysicists-weigh-galaxy-clusters-artificial-intelligence>`_ | `press release 2 <https://www.simonsfoundation.org/2023/03/23/artificial-intelligence-discovers-secret-equation-for-weighing-galaxy-clusters/>`_ |

#. | **Percent-level constraints on baryonic feedback with spectral distortion measurements**
   | Leander Thiele, Digvijay Wadekar, J. Colin Hill, Nicholas Battaglia, Jens Chluba, Francisco Villaescusa-Navarro, Lars Hernquist, Mark Vogelsberger, Daniel Anglés-Alcázar, Federico Marinacci
   | | `2201.01663 <https://arxiv.org/abs/2201.01663>`_ | `video <https://www.youtube.com/watch?v=u2tEG1nLwV8&t=2s>`__ | `blog <https://www.camel-simulations.org/single-post/what-can-we-learn-from-our-universe-s-climate>`__ | 

#. | **Weighing the Milky Way and Andromeda with Artificial Intelligence**
   | Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar, Lars Hernquist, Federico Marinacci, David N. Spergel, Mark Vogelsberger, Desika Narayanan
   | | `2111.14874 <https://arxiv.org/abs/2111.14874>`_ | `video (26'-56') <https://www.youtube.com/watch?v=07k2JH6c0lE>`__ | 

#. | **Inferring halo masses with Graph Neural Networks**
   | Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, Federico Marinacci, David N. Spergel, Lars Hernquist, Mark Vogelsberger, Romeel Dave, Desika Narayanan
   | | `2111.08683 <https://arxiv.org/abs/2111.08683>`_ | `video (26'-51') <https://www.youtube.com/watch?v=07k2JH6c0lE>`__ | 

#. | **HIFlow: Generating Diverse HI Maps Conditioned on Cosmology using Normalizing Flow**
   | Sultan Hassan, Francisco Villaescusa-Navarro, Benjamin Wandelt, David N. Spergel, Daniel Anglés-Alcázar, Shy Genel, Miles Cranmer, Greg L. Bryan, Romeel Davé, Rachel S. Somerville, Michael Eickenberg, Desika Narayanan, Shirley Ho, Sambatra Andrianomena
   | | `2110.02983 <https://arxiv.org/abs/2110.02983>`_ | `video <https://www.youtube.com/watch?v=wDRd7MojD3I&t=1s>`__ | 

#. | **The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence**
   | Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, Leander Thiele, Romeel Dave, Desika Narayanan, Andrina Nicola, Yin Li, Pablo Villanueva-Domingo, Benjamin Wandelt, David N. Spergel, Rachel S. Somerville, Jose Manuel Zorrilla Matilla, Faizan G. Mohammad, Sultan Hassan, Helen Shao, Digvijay Wadekar, Michael Eickenberg, Kaze W.K. Wong, Gabriella Contardo, Yongseok Jo, Emily Moser, Erwin T. Lau, Luis Fernando Machado Poletti Valle, Lucia A. Perez, Daisuke Nagai, Nicholas Battaglia, Mark Vogelsberger
   | | `2109.10915 <https://arxiv.org/abs/2109.10915>`_ | `website <https://camels-multifield-dataset.readthedocs.io>`_ | 

#. | **Robust marginalization of baryonic effects for cosmological inference at the field level**
   | Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, David N. Spergel, Yin Li, Benjamin Wandelt, Leander Thiele, Andrina Nicola, Jose Manuel Zorrilla Matilla, Helen Shao, Sultan Hassan, Desika Narayanan, Romeel Dave, Mark Vogelsberger
   | | `2109.10360 <https://arxiv.org/abs/2109.10360>`_ | `astrobites <https://astrobites.org/2021/11/06/camels-ai/>`__ | 
   
#. | **Multifield Cosmology with Artificial Intelligence**
   | Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, David N. Spergel, Yin Li, Benjamin Wandelt, Andrina Nicola, Leander Thiele, Sultan Hassan, Jose Manuel Zorrilla Matilla, Desika Narayanan, Romeel Dave, Mark Vogelsberger
   | | `2109.09747 <https://arxiv.org/abs/2109.09747>`_ | `video (17'-38') <https://www.youtube.com/watch?v=NxR_kDlHhGM&t=1671s>`__ | 

#. | **Inpainting hydrodynamical maps with deep learning**
   | Faizan G. Mohammad, Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, Mark Vogelsberger
   | `2109.07070 <https://arxiv.org/abs/2109.07070>`_
   
#. | **Finding universal relations in subhalo properties with artificial intelligence**
   | Helen Shao, Francisco Villaescusa-Navarro, Shy Genel, David N. Spergel, Daniel Angles-Alcazar, Lars Hernquist, Romeel Dave, Desika Narayanan, Gabriella Contardo, Mark Vogelsberger
   | | `2109.04484 <https://arxiv.org/abs/2109.04484>`_ | `video <https://www.youtube.com/watch?v=_lIXL4-wkZ0&t=1724s>`__ | `blog <https://www.camel-simulations.org/single-post/dark-matter-halos-and-universal-relations>`__ | 

#. | **Neural networks as optimal estimators to marginalize over baryonic effects**
   | Francisco Villaescusa-Navarro, Benjamin D. Wandelt, Daniel Anglés-Alcázar, Shy Genel, Jose Manuel Zorrilla Mantilla, Shirley Ho, David N. Spergel
   | `2011.05992 <https://arxiv.org/abs/2011.05992>`_

#. | **The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations**    
   | Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, David N. Spergel, Rachel S. Somerville, Romeel Dave, Annalisa Pillepich, Lars Hernquist, Dylan Nelson, Paul Torrey, Desika Narayanan, Yin Li, Oliver Philcox, Valentina La Torre, Ana Maria Delgado, Shirley Ho, Sultan Hassan, Blakesley Burkhart, Digvijay Wadekar, Nicholas Battaglia, Gabriella Contardo
   | | `2010.00619 <https://arxiv.org/abs/2010.00619>`_ | `video (0'-13') <https://www.youtube.com/watch?v=NxR_kDlHhGM&t=1671s>`__ | `podcast (in Italian) <https://open.spotify.com/episode/36U5cKw7OAzc2HoIQeb4mq>`_ | `blog <https://www.camel-simulations.org/single-post/the-camels-project>`__ | `press release <https://www.simonsfoundation.org/2021/07/07/record-breaking-suite-of-cosmic-simulations-aims-to-identify-universes-parameters/>`__ |