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...It is designed to forecast solar phenomena—such as flares, solar wind, irradiance, and active region behavior—by predicting future solar images with a sophisticated long–short vision transformer architecture, thereby enabling improved space weather forecasting. Foresees solar flares, wind, EUV spectra, and active region formation in advance. Achieves approximately 16% improvement in forecasting accuracy over traditional methods. 366-million‑parameter foundation model capturing general-purpose solar representations.

...For further information see these publications: http://arxiv.org/abs/astro-ph/0607563, http://arxiv.org/abs/0801.2178, http://arxiv.org/abs/1104.2093, http://adsabs.harvard.edu/abs/2013NuPhS.239..266O and this conference presentation: https://confluence.slac.stanford.edu/download/attachments/130879399/poster_symposium_sun_2012.pdf and the corresponding conference paper http://arxiv.org/abs/1307.6798 2017 June 16: now available from gitlab https://gitlab.mpcdf.mpg.de/aws/stellarics which will be used for future develpments.

This is a project we - ten students, 16 to 18 years old, and one teacher - are currently working on in the so called "Physik-Projektkurs" at school in which we build and program our own scanning tunneling microscope. This software is designed for DAQ systems by BMCM (we use the USB-AD16F), but it should not be too difficult to adapt it to foreign systems.It currently supports resolutions up to 1024x1024, visualization in 2D and 3D using colors from predefined gradients, export to PNG, CSV, OBJ and more! ...