MISA seminars icon
MISA Seminar (June 7, 2022): "Deep Learning Lab Student Research: Empowering the Future ML Workforce"
This talk will cover undergraduate student contributions to SWx research—as done within the SWx TREC's DLL—as well as delving into the need for technical workforce development (including methods leveraged by the DLL for undergraduate professional development resources).

MISA seminars icon
MISA Seminar (May 3, 2022): "Machine Learning Prediction of Global Ionospheric TEC and High-latitude ROTI Maps"
In recent years, machine learning (ML) techniques have become a promising and effective tool to predict ionospheric total electron content (TEC) and irregularities. This seminar presents an image-based convolutional long short-term memory (convLSTM) ML algorithm to predict global TEC and storm-time high-latitude rate of TEC index (ROTI) maps.

MISA seminars icon
MISA Seminar (Apr. 5, 2022): "SWx TREC Deep Learning Laboratory Solar Flare Prediction Research and Hardware Capablilities"
This seminar takes listeners through an overview of student solar flare prediction research done within the SWx TREC Deep Learning Laboratory (DLL). Attendees will also be informed on the DLL's hardware, and availability to those interested in leveraging that.

Students at Waste in Space art exhibit
Graduate students make art out of space debris
SWx TREC and CCAR aerospace engineering graduate students have found a useful purpose for space debris—art. They created an exhibit as part of the CU Boulder’s 2021 Art + Science + Action Cohort program. “Waste in Space,” showcases space junk donated by local labs and glass pieces made by workshop participants. It is on display at the Arbor Institute through December 12, 2021.

Graphic image of Sun with grid superimposed on it
SWAMI Seminar (Mar. 19, 2021): "Next-generation magnetosphere-ionosphere coupling: Progress through machine learning and information representation"
Space Weather Applications of Machine Intelligence (SWAMI) Seminar Series Hosted by: Space Weather Technology, Research, and Engineering Center Presented by: Ryan McGranaghan, ASTRA, LLC, Louisville, Colorado Friday 19 March 2021, 10:00am – 11:00pm (MDT) https://cuboulder.zoom.us/j/98581049160 The connection between the Sun and the Earth is a complex one, involving interactions and...