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20182026
most citedSOLAR: Deep Structured Representations for Model-Based Reinforcement Learning

132 citations · 885 across the 51 of their papers we have counts for

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Showing 2022Show all

9 papers · 1 filter

astro-ph.GA2022★ 5 cited

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 +3

We present the first results from a high resolution simulation with a focus on galactic wind driving for an isolated galaxy with a halo mass of M (similar…

astro-ph.CO2022★ 1 cited

Robust field-level inference with dark matter halos

Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo +13

We train graph neural networks on halo catalogues from Gadget N-body simulations to perform field-level likelihood-free inference of cosmological parameters. The catalogues contain…

astro-ph.GA2022★ 28 cited

Insights on the origin of ORCs from cosmological simulations

Klaus Dolag, Ludwig M. Böss, Bärbel S. Koribalski +2

We investigate shock structures driven by merger events in high-resolution simulations that result in a galaxy with a virial mass M ~ 1e12 Msol. We find that the sizes and morpholo…

astro-ph.IM2022

Virgo: Scalable Unsupervised Classification of Cosmological Shock Waves

Max Lamparth, Ludwig Böss, Ulrich Steinwandel +1

Cosmological shock waves are essential to understanding the formation of cosmological structures. To study them, scientists run computationally expensive high-resolution 3D hydrody…

astro-ph.HE2022★ 31 cited

CRESCENDO: An on-the-fly Fokker-Planck Solver for Spectral Cosmic Rays in Cosmological Simulations

Ludwig M. Böss, Ulrich P. Steinwandel, Klaus Dolag +1

Non-thermal emission from relativistic Cosmic Ray (CR) electrons gives insight into the strength and morphology of intra-cluster magnetic fields, as well as providing powerful trac…

astro-ph.GA2022★ 2 cited

On the impact of runaway stars on dwarf galaxies with resolved interstellar medium

Ulrich P. Steinwandel, Greg L. Bryan, Rachel S. Somerville +2

About ten to 20 percent of massive stars may be kicked out of their natal clusters before exploding as supernovae. These "runaway stars" might play a crucial role in driving galact…