Trending Research
Automated crater detection on Mars using deep learning
silburt/DeepMoon
•
•
I present an automated system for crater detection and cataloging using a digital terrain model (DTM) of Mars - In the algorithm craters are first identified as rings or disks on samples of the DTM image using a convolutional neural network with a UNET architecture, and the location and size of the features are determined using a circle matching algorithm.
Earth and Planetary Astrophysics
Phantom-Powered Nested Sampling
We introduce a novel technique within the Nested Sampling framework to enhance efficiency of the computation of Bayesian evidence, a critical component in scientific data analysis.
Instrumentation and Methods for Astrophysics Computation
Caustic and hydrostatic mass bias: Implications for modified gravity
We propose and perform a joint analysis of the two different mass estimates of galaxy clusters, namely the hydrostatic and caustic techniques.
Cosmology and Nongalactic Astrophysics
Recovering the star formation histories of recently-quenched galaxies: the impact of model and prior choices
Finally, we show that our new, public SFH model is able to accurately recover the properties of mock star-forming and quiescent galaxies and is suitable for broader use in the SED fitting community.
Astrophysics of Galaxies
A spectral synthesis code for rapid modelling of supernovae
We present TARDIS - an open-source code for rapid spectral modelling of supernovae (SNe).
Solar and Stellar Astrophysics Instrumentation and Methods for Astrophysics
S 308 and other X-ray emitting bubbles around Wolf-Rayet stars
We did not detect any of the 22 optical/IR emitting bubbles in X-rays, but using our best fit model, we estimated the 3$\sigma$ flux upper limits for each bubble.
High Energy Astrophysical Phenomena
Solving Kepler's equation CORDIC-like
Based on the idea of CORDIC, it requires only additions and multiplications and a short table.
Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics Solar and Stellar Astrophysics
Large Metallicity Variations in the Galactic Interstellar Medium
The Interstellar Medium (ISM) comprises gases at different temperatures and densities, including ionized, atomic, molecular species, and dust particles.
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics Solar and Stellar Astrophysics
An adaptive mesh, GPU-accelerated, and error minimized special relativistic hydrodynamics code
We present a new special relativistic hydrodynamics (SRHD) code capable of handling coexisting ultra-relativistically hot and non-relativistically cold gases.
High Energy Astrophysical Phenomena
A fast particle-mesh simulation of non-linear cosmological structure formation with massive neutrinos
In turn, the percentage increase in runtime-per-step due to neutrino particles is between $\sim 5-20\%$ for runs with $1024^3$ CDM particles, and decreases as the number of CDM particles is increased.
Cosmology and Nongalactic Astrophysics
