By directly connecting the data flow between cell cultivation and flux quantification, considerable advances in throughput, robustness, release of resources and screening capacity were achieved.
One of the advances is the robustness of the LMNN algorithm that not only provides higher separation rate between the classes but it also makes (in combination with NMSE and PLS) this rate variation more stable.
Stegenga (2009) criticizes the approach from robustness.
The recent progress within efficient cofactor regeneration, protein engineering of the enzymes for robustness, and advanced uses of membrane systems for enzyme reuse and product separation are assessed for large scale implementation of this biocatalytic reaction cascade.
Here, we review recent advances in identifying molecular robustness mechanisms in plants that have been enabled by a combination of classical genetics and population genetics with genome-scale data.
"Joshua Angrist is a path-breaking scholar whose brilliant work has advanced the cause of transparency, robustness, and ultimately credibility in empirical economics and public policy for over three decades," says Parag Pathak, the Jane Berkowitz Carlton and Dennis William Carlton Professor of Microeconomics.
Advanced treatment failures were generally inconsequential either due to the robustness of the advanced treatment train (i.e., DPR) or resiliency provided by the environmental buffer (i.e., planned IPR).
Advanced topics and applications: Various robustness aspects of recommender systems, such as shilling systems, attack models, and their defenses are discussed.
This procedure is similar to ROLLOFF, but ALDER makes two important technical advances that significantly improve the robustness of the fitting.
We're optimistic that principles of verification and careful design and development practices, along with advances in AI around safety and robustness, can take on these new challenges.
Enforcing robust declassification and qualified robustness.
