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Using publicly available data from NASA of actual satellite observations of astronomical x-ray sources, we explore some of the mysteries of the cosmos, including neutron stars, black holes, quasars and supernovae. We will analyze energy spectra and time series data to understand how these incredible objects work.
25 paź 2024 · This paper is an overview of the SNAD project – an international group of researchers (including astronomers, physicists, data scientists and mathematicians) which focus on developing new AL algorithms for the search for anomalous objects in large data-sets of all-sky astronomical surveys. In Section 2 we provide the description and main ...
Astrophysics Data. Astrophysics seeks to understand the universe and our place in it. Astrophysics investigates and examines the creation of our universe, the full histories of stars and galaxies, exoplanets, dark energy and dark matter, the Big Bang, black holes, and more.
Understanding the Universe through Big Data analysis and machine learning; Using data science to interpret ground-breaking new observations and simulations of the Sun
Give insights into data science’s future prospects in space exploration. Highlight the potential of emerging technologies such as the Square Kilometre Array (SKA) and the James Webb Space Telescope (JWST) to gather huge datasets. Discuss the advanced data science techniques for space exploration.
20 lip 2023 · We endeavor to understand the interplay of the quantum mechanical processes that set the initial conditions of the Universe, as well as the particle physics, symmetries, and nuclear physics that shaped its contents and its early history.
17 maj 2024 · A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model. The exponential growth of astronomical datasets provides an unprecedented opportunity for humans to gain insight into the Universe.
