I am an Engineering Physics master’s student at Embry-Riddle Aeronautical University where I investigate geoeffective solar wind formation linked to substorm activity using the ADAPT-WSA model; developing methods to classify solar wind properties and identify source regions associated with geomagnetic substorms, excluding large-scale solar events. Currently, I am looking into how the dynamics of SIR’s connect to current geoeffective solar wind formations.