Pulsar Search in the GHRSS Survey - Pipeline Enhancement and Machine Learning
International Centre for Theoretical Sciences via YouTube
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Explore advanced pulsar search methodologies in the GHRSS (GMRT High Resolution Southern Sky) Survey through this 22-minute conference talk. Learn about pipeline enhancement techniques and machine learning applications for detecting pulsars in large-scale radio surveys. Discover how modern computational approaches are revolutionizing pulsar discovery methods, including automated detection algorithms and data processing improvements. Examine the integration of artificial intelligence tools to identify pulsar candidates more efficiently from vast amounts of radio telescope data. Understand the technical challenges involved in processing high-resolution survey data and the innovative solutions being developed to overcome them. Gain insights into the current state of pulsar research within the broader context of fast radio transient studies and how these discoveries contribute to our understanding of neutron stars and their environments.
Syllabus
Pulsar Search in the GHRSS Survey: Pipeline Enhancement, Machine Learning,..... by Sapan Kumar Sahoo
Taught by
International Centre for Theoretical Sciences