HELCOMP generates and implements computational methods for the analysis of space data in solar physics, heliophysics and space weather.

Mathematical methods

• Machine and deep learning
• Optimization (Stochastic Optimization)
• Inverse problems

Applications to astrophysics

• Analysis and interpretation of hard X-ray observations
• Analysis of EUV observations of solar flares
• Extreme ultraviolet imaging
• Solar physics
• Space weather
• Data analysis for RHESSI, STIX, AIA, HMI