Designing GPUs for Space: Beyond Radiation Hardening

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Modern GPUs have become extraordinarily dense computational devices, packing tens of billions of transistors into packages measured in centimeters. They excel on Earth because they are designed around terrestrial assumptions: atmospheric pressure, convective cooling, relatively benign radiation environments, and manufacturing constraints optimized for commercial cost.

Space changes every one of these assumptions, especially as we move from single unit protection to at scale ‘data-centers’ in space.

As humanity expands computational infrastructure beyond Earth—whether aboard satellites, lunar installations, deep-space probes, or eventually orbital data centers and the challenges facing modern GPU architectures become increasingly governed not only by computer engineering, but also by materials science and fundamental physics.

While radiation has long been recognized as a principal obstacle, other phenomena such as electromigration, thermal cycling, vacuum-induced material interactions, and long-term reliability deserve equal attention.

This article is written in response to the rapidly increasing investment in space-based computational infrastructure, particularly as...

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