SYNAPS-I: Speeding up X-ray data analysis with artificial intelligence

Department of Energy presentation · April 2, 2026

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Project name and high-level purpose

Presentation

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Presenter (S1) introduced Synapse I (Synergistic Neutron and Photon Science Intelligence) as a foundation-model effort to combine x-ray and neutron facilities to speed analysis, saying the model aims to "accelerate the analysis over a 100 times" and enable real-time, automated experiments.

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A technical presentation described Synapse I, a Department of Energy–linked foundation model that couples x-ray and neutron beamline data with AI to produce near–real-time image inversion and automated experiment workflows, demonstrated at DOE light-source facilities.

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Transcript

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