Image de couverture de livre

Galactic Alchemy: Deep Learning Map-to-Map Translation in Hydrodynamical Simulations

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Denzel, Philipp, Billeter, Yann, Schilling, Frank-Peter, Gavagnin, Elena
Format:	Preprint
Publié:	2025
Sujets:	Astrophysics of Galaxies Instrumentation and Methods for Astrophysics
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Optimization of Deep Learning Models for Radio Galaxy Classification
par: Denzel, Philipp, et autres
Publié: (2026)

GalProTE: Galactic Properties Mapping using Transformer Encoder
par: Anwar, Omar, et autres
Publié: (2025)

TIME Commissioning Observations: I. Mapping Dust and Molecular Gas in the Sgr A Molecular Cloud Complex at the Galactic Center
par: Yang, Selina F., et autres
Publié: (2025)

RAMSES-yOMP: Performance Optimizations for the Astrophysical Hydrodynamic Simulation Code RAMSES
par: Han, San, et autres
Publié: (2024)

The Three Hundred Project: Mapping The Matter Distribution in Galaxy Clusters Via Deep Learning from Multiview Simulated Observations
par: de Andres, Daniel, et autres
Publié: (2023)

Spectral Map Making with SPHEREx
par: Cukierman, Ari J., et autres
Publié: (2026)

Mapping Synthetic Observations to Prestellar Core Models: An Interpretable Machine Learning Approach
par: Grassi, T., et autres
Publié: (2025)

Capturing Turbulence with Numerical Dissipation: a Simple Dynamical Model for Unresolved Turbulence in Hydrodynamic Simulations
par: Semenov, Vadim A.
Publié: (2024)

Push-broom Mapping of Galaxies and Supernova Remnants with the SPRITE CubeSat
par: Carlson, Elena, et autres
Publié: (2025)

Mapping Magnetic Fields from Clouds to Cores with PRIMAger
par: Pattle, Kate, et autres
Publié: (2025)

Mapping the Filamentary Nebula of NGC 1275 with Multiwavelength SITELLE Observations
par: Rhea, Carter Lee, et autres
Publié: (2025)

SpiralMap: A Python library of the Milky Way's spiral arms
par: Prusty, Abhay Kumar, et autres
Publié: (2025)

Mapping Galaxy Images Across Ultraviolet, Visible and Infrared Bands Using Generative Deep Learning
par: Zaazou, Youssef, et autres
Publié: (2025)

Tracing Cloud Formation and Evolution Through 3D Magnetic Field Mapping
par: Tahani, Mehrnoosh, et autres
Publié: (2025)

Rootin' Tootin' Efficient Ray Shootin': Creating Microlensing Magnification Maps with GPUs
par: Weisenbach, Luke
Publié: (2025)

The Nature of Galactic Spiral Arms
par: Grand, Robert J. J., et autres
Publié: (2025)

Mapping neutral islands during end stages of reionization with photometric intergalactic medium tomography
par: Giri, Sambit K., et autres
Publié: (2025)

Photometric Mapping of Carbonaceous/Siliceous Dust and Water Ice in the ISM with JWST: Applications to the Dense Sightlines
par: Günay, Burcu, et autres
Publié: (2025)

Interpolation techniques for reconstructing Galactic Faraday rotation
par: Khadir, Affan, et autres
Publié: (2024)

Galaxy Mergers in UNIONS -- I: A Simulation-driven Hybrid Deep Learning Ensemble for Pure Galaxy Merger Classification
par: Ferreira, Leonardo, et autres
Publié: (2024)

Quantitative Mapping of the Loeb Scale
par: Trivedi, Oem, et autres
Publié: (2025)

GALATEA: The 15-m Galactic Archaeology Spectroscopic Surveyor
par: Anguiano, Borja, et autres
Publié: (2025)

Differentiable N-body code for Galactic Dynamics -- Odisseo
par: Viterbo, Giuseppe, et autres
Publié: (2025)

An Asymptotically-Correct Implicit-Explicit Time Integration Scheme for Finite Volume Radiation-Hydrodynamics
par: He, Chong-Chong, et autres
Publié: (2024)

Unified Spectrospatial Forward Models: Spatially Continuous Maps of Weak Emission Lines in the Rosette Nebula with SDSS-V LVM
par: Hilder, Thomas, et autres
Publié: (2025)

Fuzzy Galaxies or Cirrus? Decomposition of Galactic Cirrus in Deep Wide-Field Images
par: Liu, Qing, et autres
Publié: (2024)

Angular-momentum pairs in spherical systems: applications to the Galactic centre
par: Panamarev, Taras, et autres
Publié: (2025)

A Catalog of Galactic Atomic Hydrogen Position-Position-Velocity Filaments
par: Putman, M. E., et autres
Publié: (2025)

K-DRIFT Science Theme: Galactic Cirrus Clouds and Circumgalactic Medium
par: Seon, Kwang-il, et autres
Publié: (2026)

Spectuner-D1: Spectral Line Fitting of Interstellar Molecules Using Deep Reinforcement Learning
par: Qiu, Yisheng, et autres
Publié: (2025)

High-Precision Galaxy Clustering Predictions from Small-Volume Hydrodynamical Simulations via Control Variates
par: Doytcheva, Alexandra, et autres
Publié: (2024)

Why the Northern Hemisphere Needs a 30-40 m Telescope and the Science at Stake: Mapping formation pathways of nuclear star clusters across galaxies
par: Pinna, Francesca, et autres
Publié: (2025)

EMUSE: Evolutionary Map of the Universe Search Engine
par: Gupta, Nikhel, et autres
Publié: (2025)

Deep and Sparse Denoising Benchmarks for Spectral Data Cubes of High-z Galaxies: From Simulations to ALMA observations
par: Lahiry, Arnab, et autres
Publié: (2026)

DeepDISC-Euclid: Source Classification and Photometric Redshifts in Euclid Deep Field North With a Pixel-Level Deep Learning Approach
par: Jiang, Yuanzhe, et autres
Publié: (2026)

Artificial Broadcasts as Galactic Populations: I. A Point Process Formalism for Extraterrestrial Intelligences and Their Broadcasts
par: Lacki, Brian C.
Publié: (2024)

Spatial orientation and shape of the velocity ellipsoids of the Gaia DR3 giants and subgiants in the Galactic plane
par: Dmytrenko, A. M., et autres
Publié: (2024)

Emulating CO Line Radiative Transfer with Deep Learning
par: Su, Shiqi, et autres
Publié: (2025)

Artificial Broadcasts as Galactic Populations: III. Constraints on Radio Broadcasts from the Cosmic Population of Inhabited Galaxies
par: Lacki, Brian C.
Publié: (2025)

Artificial Broadcasts as Galactic Populations: II. Comparing Individualist and Collective Bounds on Broadcast Populations in Single Galaxies
par: Lacki, Brian C.
Publié: (2024)