CS & Physics Meet-Up by Lamarr & B3D

Session

Discussion groups (Open space)

DG

29 Nov 2023, 16:01

Lamarr Institut, TU Dortmund University

Description

Open space for discussion groups

42. Deep Learning for real-time classification of astronomical radio signals

Andrei Kazantsev ( Max-Planck-Institut für Radioastronomie)

30/11/2023, 11:40

Discussion groups (Open space)

Discussion group

Continuous developments in systems for recording radio astronomical signals lead to a natural increase in the volume of data acquired. This increase, in turn, exacerbates the challenges associated with the storage and processing of this information. A potential solution to this challenge is the development of systems underpinned by deep machine learning. These systems, at the stage of signal...

45. TBA

30/11/2023, 11:40

Discussion group

44. Leveraging Machine Learning for Next-Generation Radio Pulsar Searches: Challenges and Opportunities

Dr Vishnu Balakrishnan (Max Planck Institute for Radio Astronomy, Bonn)

30/11/2023, 16:10

Discussion groups (Open space)

Discussion group

The discovery of new radio pulsars has significant implications for both Gravitational and Condensed Matter Physics. With the emergence of large datasets on the order of petabytes requiring quasi-real-time analysis, computational methods, particularly machine learning, have been increasingly important. This session will begin with a review of the progress made in applying machine learning...

46. TBA

30/11/2023, 16:10