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Environmental Systems Engineering for Lignocellulosic Biorefineries Using AI and Genome-Scale Models | Synapse
March 3, 2026
Environmental Systems Engineering for Lignocellulosic Biorefineries Using AI and Genome-Scale Models
YR
Yashika Raheja
VG
Vivek Kumar Gaur
SA
Satish Kumar Ainala
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Key Points
The analysis demonstrates improved sustainability outcomes for lignocellulosic biorefineries using AI.
Key evidence includes enhanced process optimization metrics that drive efficiency in resource use.
Assessment using genome-scale models allows for detailed exploration of biochemical pathways.
These findings suggest that environmental systems engineering may enable greater efficiency in bioprocessing.
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Raheja et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75a99c6e9836116a20a37
https://doi.org/https://doi.org/10.1007/s12155-026-10965-w
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