Java Programming, Python Programming, SQL, Machine learning techniques, Statistics
Project Description
The project entails exploring Machine Learning for the SONTRAC 3D Neutron Spectrometer. The instrument prototype readout has been designed to read the detectors in strips, forming 1D projections. The data is inherently compressed and requires (1) track identification and (2) track reconstruction. This project emphasizes on using ML techniques, implemented in Matlab or Python to identify the proton tracks from simulated and real data.
Academic Level
Undergraduate Senior;Graduate Master's
Preferred Major
Computer and Information Sciences - Computer Programming;Computer and Information Sciences - Computer Science;Engineering - Computer;Engineering - Electrical / Electronics / Communications Engineering;Engineering - Physics
Mission Directorate
Science Mission Directorate
The National Aeronautics and Space Administration is an independent agency of the U.S. federal government responsible for the civil space program, aeronautics research, and space research.
Langley, McLean, VA, USA
0-2 year
Goddard, MD, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year
Langley, McLean, VA, USA
0-2 year