Welcome to the LISA Science Group at the Institute of Space Science.
 
Our main research activity within LISA Mission Consortium is related to the development of artificial intelligence based low-latency pipelines for fast processing and characterization of the signals detected by LISA. This can be use to generate low-latency alerts for other space or Earth observatories in the context of multi-messenger observations.
We are part of the Low-Latency Pipelines Working Package (WP4) of the LISA Science Working Group and the coordinator of the ISS-Sci Group, Laurențiu-Ioan Caramete is also the co-leader of this WP.
 
Other research activities of the group, both within LISA Mission Consortium and for future gravitational-wave observatories, include:
 
  • Simulating the astrophysical processes that generate gravitational waves to determine the requirements for the detection equipment.
  • Developing catalogues of black holes masses to estimate the number of events that could be detected by the LISA mission.
  • Developing machine-learning based low-latency pipelines for LISA and other future gravitational wave observatories on space qualified hardware such as GPUs and FPGAs, to test the advantages of a possible on-bord data analysis
  • Developing quantum machine-learning based low-latency pipelines for LISA and other future gravitational wave observatories.
 
The members of our group are also involved in LISA Data Processing Group (LDPG), including LISA Data Challenge (LDC), LISA Astrophysics Working Group. We also have three PhD students and two graduate students that are actively involved in LISA Early Career Scientists (LECS) group.