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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Introduces interval graphical lasso to estimate a shared precision matrix for interval-valued data and proves its sparsity and consistency.
Presents a scalable system to build a biochemistry knowledge graph (BCKG) from literature and databases, with an application shown for carbohydrate enzymes.
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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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Estimating Precision Matrices for High-Dimensional Interval-Valued Data
Introduces interval graphical lasso to estimate a shared precision matrix for interval-valued data and proves its sparsity and consistency.