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This talk will cover undergraduate student contributions to SWx research鈥攁s done within the SWx TREC's DLL鈥攁s well as delving into the need for technical workforce development (including methods leveraged by the DLL for undergraduate professional development resources).

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.

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.

SWx TREC and CCAR aerospace engineering graduate students have found a useful purpose for space debris鈥攁rt. They created an exhibit as part of the 麻豆免费版下载Boulder鈥檚 2021 Art + Science + Action Cohort program. 鈥淲aste in Space,鈥� 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.

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 鈥� 11:00pm (MDT) https://cuboulder.zoom.us/j/98581049160 The connection between the Sun and the Earth is a complex one, involving interactions and...

Space Weather Applications of Machine Intelligence (SWAMI) Seminar Series Hosted by: Space Weather Technology, Research, and Engineering Center Presented by: Enrico Camporeale, CIRES/NOAA, University of Colorado, Boulder Thursday 03 December 2020, 11:30am 鈥� 12:30pm (MST) https://cuboulder.zoom.us/j/96572865554 We solve the one-dimensional Fokker-Planck equation for radiation belt electrons under the assumption of...

Space Weather Applications of Machine Intelligence (SWAMI) Seminar Series Hosted by: Space Weather Technology, Research, and Engineering Center Presented by: Simon Wing, Applied Physics Laboratory, Johns Hopkins University, Laurel, MD Thursday 8 October 2020, 11:30am 鈥� 12:30pm (MDT) https://cuboulder.zoom.us/j/94121439377 Passcode: 674724 Many space weather problems can be characterized as input-output...

Space Weather Applications of Machine Intelligence (SWAMI) Seminar Series: Machine Learning Efforts on Solar Flare Predictions by UoM Team Hosted by: CU's Space Weather Technology, Research, and Education Center (SWx TREC) Presented by: Yang Chen, University of Michigan Thursday 10 September 2020, 11:30am 鈥� 12:30pm (MDT) Click here for Zoom...

Space Weather Applications of Machine Intelligence (SWAMI) Seminar Series: Solar Flare Data Limitations and Prospective Solutions Hosted by: CU's Space Weather Technology, Research, and Education Center (SWx TREC) Presented by: Wendy Carande and Katy Luttrell Thursday 13 August 2020, 11:30am 鈥� 12:30pm (MDT) Zoom Meeting With an increasing number of...