ERGO-ML: Comparing IllustrisTNG and HSC galaxy images via contrastive learning
Fuente:
arXiv
Saved in:
| Main Authors: | Eisert, Lukas, Bottrell, Connor, Pillepich, Annalisa, Shimakawa, Rhythm, Rodriguez-Gomez, Vicente, Nelson, Dylan, Angeloudi, Eirini, Huertas-Company, Marc |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ERGO-ML: The assembly histories of HSC galaxy images via invertible neural networks, contrastive learning, and cosmological simulations
by: Eisert, Lukas, et al.
Published: (2026)
by: Eisert, Lukas, et al.
Published: (2026)
IllustrisTNG in the HSC-SSP: No Shortage of Thin Disk Galaxies in TNG50
by: Xu, Dewang, et al.
Published: (2024)
by: Xu, Dewang, et al.
Published: (2024)
Constraints on the in-situ and ex-situ stellar masses in nearby galaxies with Artificial Intelligence
by: Angeloudi, Eirini, et al.
Published: (2024)
by: Angeloudi, Eirini, et al.
Published: (2024)
Numerical effects on the stripping of dark matter and stars in IllustrisTNG galaxy groups and clusters
by: Lovell, Mark R., et al.
Published: (2025)
by: Lovell, Mark R., et al.
Published: (2025)
Jellyfish galaxies with the IllustrisTNG simulations -- When, where, and for how long does ram pressure stripping of cold gas occur?
by: Rohr, Eric, et al.
Published: (2023)
by: Rohr, Eric, et al.
Published: (2023)
Interacting galaxies in the IllustrisTNG simulations - IX: Mini mergers trigger AGN in cosmological simulations
by: Byrne-Mamahit, Shoshannah, et al.
Published: (2025)
by: Byrne-Mamahit, Shoshannah, et al.
Published: (2025)
Mass Proxy Quality of Massive Halo Properties in the IllustrisTNG and FLAMINGO Simulations: I. Hot Gas
by: Aljamal, Eddie, et al.
Published: (2025)
by: Aljamal, Eddie, et al.
Published: (2025)
The diverse physical origins of stars in the dynamically hot bulge: CALIFA vs. IllustrisTNG
by: Zhang, Le, et al.
Published: (2025)
by: Zhang, Le, et al.
Published: (2025)
Jellyfish galaxies with the IllustrisTNG simulations -- Supermassive black hole activity in dense environments with ram-pressure stripped satellites
by: Kurinchi-Vendhan, Shalini, et al.
Published: (2025)
by: Kurinchi-Vendhan, Shalini, et al.
Published: (2025)
Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders
by: Angeloudi, Eirini, et al.
Published: (2024)
by: Angeloudi, Eirini, et al.
Published: (2024)
Kinematic morphology of low-mass galaxies in IllustrisTNG
by: Zeng, Guangquan, et al.
Published: (2024)
by: Zeng, Guangquan, et al.
Published: (2024)
The abundance and origin of cool gas in galaxy clusters in the TNG-Cluster simulation
by: Staffehl, Milan, et al.
Published: (2025)
by: Staffehl, Milan, et al.
Published: (2025)
Impact of cosmic web on the properties of galaxies in IllustrisTNG simulations
by: Yu, Guangyao, et al.
Published: (2025)
by: Yu, Guangyao, et al.
Published: (2025)
Polarization-shape alignment of IllustrisTNG star-forming galaxies
by: Zhou, Rui, et al.
Published: (2025)
by: Zhou, Rui, et al.
Published: (2025)
Galaxy evolution in groups: Transition galaxies in the IllustrisTNG simulations
by: Levis, Selene, et al.
Published: (2025)
by: Levis, Selene, et al.
Published: (2025)
What Drives Cluster Cool-Core Transformations? A Population Level Analysis of TNG-Cluster
by: Lehle, Katrin, et al.
Published: (2025)
by: Lehle, Katrin, et al.
Published: (2025)
IllustrisTNG + Cosmic Rays with a Simple Transport Model: From Dwarfs to L$^\star$ Galaxies
by: Ramesh, Rahul, et al.
Published: (2024)
by: Ramesh, Rahul, et al.
Published: (2024)
The History of Galaxy Mergers in IllustrisTNG
by: Koncz, Bendeguz, et al.
Published: (2025)
by: Koncz, Bendeguz, et al.
Published: (2025)
The splashback radius and the radial velocity profile of galaxy clusters in IllustrisTNG
by: Pizzardo, Michele, et al.
Published: (2023)
by: Pizzardo, Michele, et al.
Published: (2023)
The oldest tidally induced bar-like galaxy in the IllustrisTNG cluster
by: Lokas, Ewa L.
Published: (2025)
by: Lokas, Ewa L.
Published: (2025)
Dynamics of the response of dark matter halo to galaxy evolution in IllustrisTNG
by: Velmani, Premvijay, et al.
Published: (2024)
by: Velmani, Premvijay, et al.
Published: (2024)
Introducing cosmosTNG: simulating galaxy formation with constrained realizations of the COSMOS field
by: Byrohl, Chris, et al.
Published: (2024)
by: Byrohl, Chris, et al.
Published: (2024)
The formation and evolution of Supermassive disks in IllustrisTNG
by: Pallero, Diego, et al.
Published: (2025)
by: Pallero, Diego, et al.
Published: (2025)
Galaxy Populations in the IllustrisTNG Caustic Skeleton
by: Hertzsch, Benjamin, et al.
Published: (2026)
by: Hertzsch, Benjamin, et al.
Published: (2026)
Revisiting the bimodality of galactic habitability in IllustrisTNG
by: Mitrašinović, Ana, et al.
Published: (2025)
by: Mitrašinović, Ana, et al.
Published: (2025)
Extreme Metallicity Dwarf Galaxies in IllustrisTNG
by: Carleton, Timothy, et al.
Published: (2024)
by: Carleton, Timothy, et al.
Published: (2024)
Study of barred galaxies in IllustrisTNG100: the case of low surface brightness galaxies
by: Chim-Ramirez, Karol, et al.
Published: (2025)
by: Chim-Ramirez, Karol, et al.
Published: (2025)
Introducing the AIDA-TNG project: galaxy formation in alternative dark matter models
by: Despali, Giulia, et al.
Published: (2025)
by: Despali, Giulia, et al.
Published: (2025)
The heart of galaxy clusters: demographics and physical properties of cool-core and non-cool-core halos in the TNG-Cluster simulation
by: Lehle, Katrin, et al.
Published: (2023)
by: Lehle, Katrin, et al.
Published: (2023)
Environmental effects on Low Surface Brightness Galaxies in the IllustrisTNG simulation
by: Pérez-Montaño, Luis Enrique, et al.
Published: (2024)
by: Pérez-Montaño, Luis Enrique, et al.
Published: (2024)
X-ray cavities in TNG-Cluster: a direct comparison to observations
by: Prunier, Marine, et al.
Published: (2025)
by: Prunier, Marine, et al.
Published: (2025)
AstroPT: Scaling Large Observation Models for Astronomy
by: Smith, Michael J., et al.
Published: (2024)
by: Smith, Michael J., et al.
Published: (2024)
Mass and Metal Flows in Isolated IllustrisTNG Halos
by: Morgan, Jacob P., et al.
Published: (2025)
by: Morgan, Jacob P., et al.
Published: (2025)
Identification of Compact Groups of Galaxies in IllustrisTNG300
by: Yoo, Seungwu, et al.
Published: (2026)
by: Yoo, Seungwu, et al.
Published: (2026)
The Magellanic Clouds are very rare in the IllustrisTNG simulations
by: Haslbauer, Moritz, et al.
Published: (2024)
by: Haslbauer, Moritz, et al.
Published: (2024)
Interacting galaxies in the IllustrisTNG simulations -- VI: Reconstructed orbits, close encounters and mergers
by: Patton, David R., et al.
Published: (2024)
by: Patton, David R., et al.
Published: (2024)
The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies
by: Angeloudi, Eirini, et al.
Published: (2025)
by: Angeloudi, Eirini, et al.
Published: (2025)
The temperature and metallicity distributions of the ICM: insights with TNG-Cluster for XRISM-like observations
by: Chatzigiannakis, Dimitris, et al.
Published: (2025)
by: Chatzigiannakis, Dimitris, et al.
Published: (2025)
Magnetic fields in the intracluster medium with TNG-Cluster: properties, morphology, and tangential anisotropy
by: Lehle, Katrin, et al.
Published: (2025)
by: Lehle, Katrin, et al.
Published: (2025)
Tracing correlations between galaxy properties across the Cosmic Web: An IllustrisTNG-based study
by: Nandi, Anindita, et al.
Published: (2025)
by: Nandi, Anindita, et al.
Published: (2025)
Similar Items
-
ERGO-ML: The assembly histories of HSC galaxy images via invertible neural networks, contrastive learning, and cosmological simulations
by: Eisert, Lukas, et al.
Published: (2026) -
IllustrisTNG in the HSC-SSP: No Shortage of Thin Disk Galaxies in TNG50
by: Xu, Dewang, et al.
Published: (2024) -
Constraints on the in-situ and ex-situ stellar masses in nearby galaxies with Artificial Intelligence
by: Angeloudi, Eirini, et al.
Published: (2024) -
Numerical effects on the stripping of dark matter and stars in IllustrisTNG galaxy groups and clusters
by: Lovell, Mark R., et al.
Published: (2025) -
Jellyfish galaxies with the IllustrisTNG simulations -- When, where, and for how long does ram pressure stripping of cold gas occur?
by: Rohr, Eric, et al.
Published: (2023)