[图书][B] A Novel Machine Learning Methodology to Calibrate SDO/AIA and Unveil the Internal Magnetic Structure of ICMEs

LFG dos Santos - 2021 - search.proquest.com
Instruments onboard heliophysics space missions provide a pool of information about the
Sun's activity and the interplanetary medium via the measurement of the magnetic field …

[PDF][PDF] Differentiable programming and design optimization

AG Baydin - 2021 - indico.cern.ch
Differentiable programming and design optimization Page 1 Differentiable programming and
design optimization Atılım Güneş Baydin gunes@robots.ox.ac.uk First MODE Workshop on …

[PDF][PDF] ITI for the Sun

R Jarolim, A Veronig, W Pötzi, T Podladchikova… - ml-helio.github.io
In solar physics, the study of long-term evolution typically exceeds the lifetime of single
instruments. Data-driven approaches are limited in terms of homogeneous historical data …