Field Level Neural Network Emulator for Cosmological N-body Simulations

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Field Level Neural Network Emulator for Cosmological N-body Simulations

Astrophysical Journal (ApJ), 2022

9 June 2022

Renan Alves de Oliveira

F. Villaescusa-Navarro

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Papers citing "Field Level Neural Network Emulator for Cosmological N-body Simulations"

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Title
Bridging Simulators with Conditional Optimal Transport Justine Zeghal B. Remy Yashar Hezaveh F. Lanusse Laurence Perreault Levasseur OT 159 0 0 28 Oct 2025
The First Star-by-star $N$ -body/Hydrodynamics Simulation of Our Galaxy Coupling with a Surrogate Model Keiya Hirashima M. Fujii T. Saitoh Naoto Harada Kentaro Nomura ... Tetsuro Asano K. Moriwaki Masaki Iwasawa Takashi Okamoto Junichiro Makino 60 0 0 27 Oct 2025
Hierarchical Implicit Neural Emulators Ruoxi Jiang Xiao Zhang Karan Jakhar Peter Y. Lu Pedram Hassanzadeh Michael Maire Rebecca Willett AI4CE 212 2 0 05 Jun 2025
ASURA-FDPS-ML: Star-by-star Galaxy Simulations Accelerated by Surrogate Modeling for Supernova FeedbackAstrophysical Journal (ApJ), 2024 Keiya Hirashima K. Moriwaki M. Fujii Y. Hirai T. Saitoh Junnichiro Makino Ulrich P. Steinwandel Shirley Ho 139 3 0 30 Oct 2024
Accelerating Giant Impact Simulations with Machine LearningAstrophysical Journal (ApJ), 2024 Caleb Lammers M. Cranmer Sam Hadden Shirley Ho Norman Murray Daniel Tamayo 146 0 0 16 Aug 2024
Learning Galaxy Intrinsic Alignment Correlations Sneh Pandya Yuanyuan Yang N. V. Alfen Jonathan Blazek Robin Walters 135 0 0 21 Apr 2024
Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations Keiya Hirashima K. Moriwaki M. Fujii Y. Hirai T. Saitoh Junichiro Makino Shirley Ho 219 2 0 14 Nov 2023
Multiple Physics Pretraining for Physical Surrogate Models Michael McCabe Bruno Régaldo-Saint Blancard Liam Parker Ruben Ohana M. Cranmer ... Francois Lanusse Mariel Pettee Tiberiu Teşileanu Kyunghyun Cho Shirley Ho PINN AI4CE 224 81 0 04 Oct 2023
Explaining dark matter halo density profiles with neural networksPhysical Review Letters (PRL), 2023 Luisa Lucie-Smith H. Peiris A. Pontzen 249 7 0 04 May 2023
Predicting the Initial Conditions of the Universe using a Deterministic Neural Network Vaibhav Jindal Albert Liang Aarti Singh Shirley Ho Drew Jamieson AI4CE 76 4 0 23 Mar 2023
Can denoising diffusion probabilistic models generate realistic astrophysical fields? N. Mudur D. Finkbeiner DiffM 142 18 0 22 Nov 2022