Machine learning accelerates cosmological simulations
A universe evolves over billions upon billions of years, but researchers have developed a way to create a complex simulated universe in less than a day. The technique, published in this week's Proceedings of the National Academy of Sciences, brings together machine learning, high-performance computing and astrophysics and will help to usher in a new era of high-resolution cosmology simulations.
Cosmological simulations are an essential part of teasing out the many mysteries of the universe, including those of dark matter and dark energy. But until now, researchers faced the common conundrum of not being able to have it all ¬— simulations could focus on a small area at high resolution, or they could encompass a large volume of the universe at low resolution.
https://phys.org/news/2021-05-machine-cosmological-simulations.html
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