Article
Kinetic parameter prediction using neural networks identifies limitations to C4 photosynthesis.
The New phytologist - 1 Aug 2026
Wendering Philipp, Ferguson John, Xu Rudan, Kromdijk Johannes, Nikoloski Zoran
Abstract excerpt
Kinetic models of photosynthesis enable time-resolved predictions of traits related to this key process and provide the means to identify factors limiting photosynthesis. However, the use of large-scale models is currently limited by the lack of efficient approaches to estimate the hundreds of genotype-specific kinetic parameters. Here, we present C4TUNE, an artificial neural network that can efficiently predict...
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