Sentence examples for model by optimizing from inspiring English sources
The present work improves on an existing model by optimizing the model architecture along with the key learning variables of the ANN and by making the model more generalizable to a wider variety of fuel candidate types, specifically the class of furans and furan derivatives, by including specific molecules for the model to incorporate.
Parameter estimation is carried out for a certain model by optimizing nearly all or some parameters by means of experimental data.
Zhang et al. ([1997]) used the multi-response parameter estimation developed by Bates and Watts ([1987], [1988]) to constrain an individual-tree model by optimizing for both tree and diameter-class levels.
Note that W functions as a modular length, which appears naturally in the model by optimizing its resolution.
The enrichment of the compressed mixed linear model by optimizing group kinship improves statistical power for genome wide association studies.
We have tested this model by optimizing C60 dimers with 28 32 ethylene molecules initially placed either on one side or equally distributed on both fullerenes in and near the groove.
Amazon SageMaker Neo tackles the biggest challenge of ML models by optimizing them for diverse target environments.
It is also possible to integrate them tightly with DNN-based acoustic models by optimizing θ jointly with the acoustic model parameters based on the same constraint as the ASR systems.
The objective of our inference approach is the reconstruction of models by optimizing the agreement between all of the datasets provided in the challenge and those generated by PNFL.
The general approach that we adopted here is to restrict the space of candidate models to those that have immediate biological relevance and to identify interesting models by optimizing the model's estimation accuracy over naturalistic stimuli.
This method generates complex models by optimizing an objective function, which evaluates the shape complementarity of the molecular surfaces of two component protomers by evaluating the angle of the normal vectors at the vertices on their molecular surfaces, and the sequence conservation of the surface residues calculated by the evolutionary trace (ET) analysis, 40 when required.
