Robust Gaussian Process Regression Method for Efficient Tunneling Pathway Optimization: Application to Surface Processes
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Chemical Theory and Computation"
DOI: 10.1021/acs.jctc.4c00158
Abstract: Simulation of surface processes is a key part of computational chemistry that offers atomic-scale insights into mechanisms of heterogeneous catalysis, diffusion dynamics, and quantum tunneling phenomena. The most common theoretical approaches involve optimization of reaction… read more here.
Keywords: pathway optimization; surface processes; gaussian process; process regression ... See more keywords
Direct Combinatorial Pathway Optimization.
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DOI: 10.1021/acssynbio.6b00122
Abstract: Combinatorial engineering approaches are becoming increasingly popular, yet they are hindered by the lack of specialized techniques for both efficient introduction of sequence variability and assembly of numerous DNA parts, required for the construction of… read more here.
Keywords: assembly; combinatorial pathway; pathway; biology ... See more keywords
In vivo pathway optimization in yeast via loxpsym-mediated shuffling of upstream activating sequences
Sign Up to like & getrecommendations! Published in 2025 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkaf904
Abstract: The budding yeast Saccharomyces cerevisiae plays an integral role in the bioeconomy as a powerful host for industrial bio-manufacturing, driving the production of diverse bio-based products. Achieving optimal product yields requires precise fine-tuning of the… read more here.
Keywords: pathway optimization; vivo pathway; promoter; yeast ... See more keywords