Specialists from the Moscow Institute of Physics and Technology (MIPT) have presented an innovative "Sentinel" system, designed to help astronomers analyze and classify stellar data using artificial intelligence. This was reported by the university's press service.
The "Sentinel" system, created at MIPT, automatically analyzes telescope data and classifies variable stars with an accuracy of up to 87%. In the future, it will help to find comets and potentially dangerous asteroids, which will make it an important tool for monitoring space threats. The project was implemented on domestic Yandex Cloud facilities.
Every night, telescopes around the world generate huge amounts of data, comparable to 30 thousand hours of HD video. Traditional methods of analysis cannot cope with such a flow of information. This leads to the loss of valuable scientific data.
In the development of "Sentinel", advanced ConvLSTM and WaveNet neural networks were used to analyze FITS files, photo images, and time series. The system can already determine the types of stars-from eclipsing to pulsating-and check with the world's largest catalogs, Gaia DR3 and VSX. This allows identifying new objects that may have been missed due to the limitations of individual telescopes.
With the help of "Sentinel", scientists can improve catalogs, quickly process data from telescopes, and find new objects among hundreds of gigabytes of information. The system is fully ready for operation and can be used to search for new stars, supernova flashes, and identify captured objects.
Earlier,www1.ru reported that the world's most powerful laser willappear in Russia.
Read materials on the topic:
Will Open a New Era of Armaments: Characteristics of the Peresvet Combat Laser Revealed
Russian Lasers Will Become Even Better and More Accurate - A Way to Modernize Them Has Been Found
Young Russian Scientist Presents New Technology for Creating Powerful Lasers
Now on home
Foreign delegation visited the "Parus electro" electrical equipment manufacturing plant
"The new system is more powerful than the existing version"
Sergey Marzhetsky stated that placing orders in the DPRK could become a realistic solution under sanctions
NDTV: India Aims to Acquire 40 Combat Aircraft
The autonomous platform can travel up to 60 km
Casting technology allows creating elements with geometry that cannot be obtained by other methods
The manufacturer promises compliance with global safety and quality standards
Remterminal to establish rolling stock production by 2032
Inside - Sleeping Places for Four, Shower, Toilet, and Hot Water
The device is equipped with BAM-OS 18×55 gas cylinders with red hot pepper
Almost 70% of cars in the country have exceeded the 10-year mark
The complex will start operating as early as 2026