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A multi-modal pre-training transformer for universal transfer learning in metal–organic frameworks

Yeonghun Kang, Hyunsoo Park, Berend Smit, Jihan Kim

2023Nature Machine Intelligence168 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceModalChemical spaceTransformerTransfer of learningEncoderRangingMetal-organic frameworkGridArtificial intelligenceDeep learningMachine learningMaterials scienceAdsorptionEngineeringElectrical engineeringChemistryVoltageDrug discoveryOperating systemMathematicsTelecommunicationsGeometryPolymer chemistryOrganic chemistryBioinformaticsBiologyMetal-Organic Frameworks: Synthesis and ApplicationsMachine Learning in Materials ScienceX-ray Diffraction in Crystallography
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