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Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects  Nature

Functional Decomposition: Definition, Diagrams, and Applications  Investopedia

Decomposition causes short-term increases in functional molecular diversity of dissolved organic matter  Nature

Function modeling using the system state flow diagram | AI EDAM  Cambridge University Press & Assessment

Dynamic Gain Decomposition Reveals Functional Effects of Dendrites, Ion Channels, and Input Statistics in Population Coding  Journal of Neuroscience

Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis  Frontiers

RADF: Architecture decomposition for function as a service - Zhu - 2024 - Software: Practice and Experience  Wiley Online Library

Microbial community assembly and metabolic function during mammalian corpse decomposition  Science | AAAS

Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions  Nature

Enhanced function-means modeling supporting design space exploration  Cambridge University Press & Assessment

GNTD: reconstructing spatial transcriptomes with graph-guided neural tensor decomposition informed by spatial and functional relations  Nature

Predicting visual function by interpreting a neuronal wiring diagram  Nature

Utilizing full-spectrum sunlight for ammonia decomposition to hydrogen over GaN nanowires-supported Ru nanoparticles on silicon  Nature

Microbial community functioning during plant litter decomposition  Nature

Warming and leaf litter functional diversity, not litter quality, drive decomposition in a freshwater ecosystem  Nature

Physical soil architectural traits are functionally linked to carbon decomposition and bacterial diversity  Nature

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