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AI/ML STIG Lecture Series

Artificial Intelligence and Machine Learning Science and Technology Interest Group (AI/ML STIG)

Module 9: Agentic Workflows for Instrumentation Design

AI/ML STIG about AI/ML STIG Lecture Series

Location

Virtual

Dates

1 June 2026
4:00pm ET

Community

AI/ML STIG

Type

Seminar

Text-to-Spaceship: Accelerating Mission Development with AI

Speaker

Ryan McClelland, NASA / GSFC

Abstract

AI is transforming how we design and build space missions. At NASA, we’ve already shown that AI can take requirements and rapidly generate optimized structures that are lighter, stronger, and delivered in days instead of months. The Text-to-Spaceship vision scales this up through a secure, cloud-deployed ecosystem of AI-accessible design, analysis, and manufacturing tools. Language-defined requirements flow through these automated systems, accelerating mission development by an order of magnitude. In this talk, I’ll share how we’ve gone from balloon brackets to full payload designs and why Text-to-Spaceship is becoming a near-term reality that will redefine how we explore the universe.

Speaker Biography

From a young age, Ryan McClelland has been captivated by futurism and technology, aspiring to contribute to a brighter future. As AI Infusion Lead at NASA Goddard Space Flight Center, he pursues the development and infusion of digital engineering technologies for space-flight missions. Ryan is particularly excited about the potential of Artificial Intelligence, Virtual Reality, Generative Design, and Digital Manufacturing to accelerate space systems development. Ryan has played a significant role in various flight missions, including designs currently on-orbit aboard the Hubble Space Telescope and International Space Station.

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Angled from the upper left corner to the lower right corner is a cone-shaped orange-red cloud known as Herbig-Haro 49/50. This feature takes up about three-fourths of the length of this angle. The upper left end of this feature has a translucent, rounded end. The conical feature widens slightly from the rounded end at the upper right down to the lower right. Along the cone there are additional rounded edges, like edges of a wave, and intricate foamy-like details, as well as a clearer view of the black background of space. In the upper left, overlapping with the rounded end of Herbig-Haro 49/50, is a background spiral galaxy with a concentrated blue center that fades outward to blend with red spiral arms. The background of space is speckled with some white stars and smaller, more numerous, fainter white galaxies throughout.