Topic

AI super-resolution imaging

Use of machine learning models, such as generative adversarial networks, to reconstruct higher-resolution images from lower-resolution measurements.

Current clusters

science1 publisher

X-ray tomography at Berkeley Lab records spacecraft ablators decomposing in 3D at up to 900 C

Illinois and NASA researchers imaged two spacecraft ablators decomposing in 3D at up to 900 C, using X-ray tomography at Berkeley Lab. Modellers now have a real decomposition sequence to test against, though the heating stayed at least 750 C below reentry surface temperatures.

Publishers:phys.org

Reality

Evidence50
Adoption35
Hype gap+30
Incentives60
Confidence55