A joint discrete–continuous flow-matching model designs open-vocabulary multilayer optical coatings from query-time n/k curves and spectra, validated on 224 tasks and four fabricated coolers.
& Jaakkola, T.Generative flows on discrete state-spaces: enabling multimodal flows with applications to protein co- design
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Joint Discrete-Continuous Flow Matching for Open-Vocabulary Inverse Design of Multilayer Optical Coatings
A joint discrete–continuous flow-matching model designs open-vocabulary multilayer optical coatings from query-time n/k curves and spectra, validated on 224 tasks and four fabricated coolers.