An automated microliter-scale multi-dataset INST 13C-MFA workflow in C. glutamicum on ethanol yields robust net fluxes but variable pool sizes, with the glyoxylate shunt playing a central role.
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Ruochen Li, Teerth Patel, Qingyun Wang, and Xinya Du
2 Pith papers cite this work, alongside 1,023 external citations. Polarity classification is still indexing.
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AutoResearchClaw introduces a multi-agent research pipeline with debate, self-healing, verifiable outputs, human collaboration modes, and cross-run evolution that outperforms AI Scientist v2 by 54.7% on ARC-Bench.
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Automated multi-dataset INST $^{13}$C metabolic flux analysis at microliter scale reveals robust fluxes but variable metabolite pools in $Corynebacterium~glutamicum$
An automated microliter-scale multi-dataset INST 13C-MFA workflow in C. glutamicum on ethanol yields robust net fluxes but variable pool sizes, with the glyoxylate shunt playing a central role.
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AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
AutoResearchClaw introduces a multi-agent research pipeline with debate, self-healing, verifiable outputs, human collaboration modes, and cross-run evolution that outperforms AI Scientist v2 by 54.7% on ARC-Bench.