IRIS-HEP Fellow: Artem Havryliuk
Fellowship dates: Jun – Sep, 2022
Home Institution: National Technical University of Ukraine (Igor Sikorsky Kyiv Polytechnic Institute)
Project: Data Classification with PointNet++ for the Active-Target Time Projection Chamber at FRIBWe have an Active-Target Time Projection Chamber (AT-TPC) detector, which consists of a gas chamber (the detector gas is at the same time the target material), a source of magnetic and electric fields, and the pad plane on which particles are detected. The task is to extract information from the data that we receive on the detector, such as information about energy and angles, as well as the classification of events to identify particles, using a model built on the basis of the PointNet architecture.
More information: My project proposal
Michelle Kuchera (Davidson College)