Application of Gaussian process regression as a surrogate modeling method to assess the dynamics of COVID-19 propagation. [PDF]
Procedia Comput Sci, 2022 Matveeva A, Leonenko V.
europepmc +1 more source
In silico and in vitro exploration of a tyrosinase for biocatalytic production of catechols
FEBS Open Bio, EarlyView.Tyrosinase from Ralstonia pseudosolanacearum is a promising biocatalyst for producing valuable catechols from monophenol substrates. This tyrosinase is uniquely suited to this due to its high monophenolase : diphenolase ratio. We combined in silico docking and in vivo kinetic characterisation of this tyrosinase with 11 industrially relevant monophenols,
James Britton +6 more
wiley +1 more source
An interpretable surrogate modeling framework for rice husk ash concrete using copula-based virtual sampling. [PDF]
Sci RepHuynh VH, La H, Huynh TMD, Nguyen T.
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CO2-Optimization of Post-Tensioned Concrete Slab-Bridge Decks Using Surrogate Modeling. [PDF]
Materials (Basel), 2022 Yepes-Bellver L +3 more
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Adenosine triphosphate as a modulator of protein interactions and stability
FEBS Open Bio, EarlyView.ATP is best known as the cell's energy currency, but it also shapes how proteins fold, interact, aggregate and form biomolecular condensates. This review explains the emerging physical principles behind these effects, including weak binding to charged protein regions, magnesium‐dependent behaviour and concentration‐dependent control of protein ...
Shuyuan Tan, Robin Curtis
wiley +1 more source
Optimal Design of Acid Gas-to-Syngas (AG2S) Technology: Process Optimization and Surrogate Modeling. [PDF]
Ind Eng Chem ResCaspani S +3 more
europepmc +1 more source
Retraction: Flavor-cyber-agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling. [PDF]
PLoS One, 2021 PLOS ONE Editors.
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FEBS Open Bio, EarlyView.We describe detailed protocols for the purification and preparation of Marchantia polymorpha Auxin Response Factor 2 (MpARF2). This protein is fused to an MBP solubility tag and an mNG fluorescent tag and is purified from Escherichia coli. The presented procedures make it possible to study MpARF2 assemblies, which could arise from phase separation ...
Bas Janssen +5 more
wiley +1 more source
Experiment-Driven Gaussian Process Surrogate Modeling and Bayesian Optimization for Multi-Objective Injection Molding. [PDF]
Polymers (Basel)Omar HM, Mukras SMS.
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Efficient Surrogate Modeling and Design Optimization of Compact Integrated On-Chip Inductors Based on Multi-Fidelity EM Simulation Models. [PDF]
Micromachines (Basel), 2021 Kurgan P.
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