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Discover LudwigThe phrase "availability of gradient information" is correct and usable in written English.
It can be used in contexts related to mathematics, optimization, or machine learning, where gradient information is relevant for analysis or decision-making.
Example: "The algorithm's performance improved significantly due to the availability of gradient information during the training process."
Alternatives: "access to gradient data" or "presence of gradient details".
Exact(1)
Efficient structural optimization routines require availability of gradient information.
Similar(59)
The third row shows the gradient images corresponding to the left view, showing the lack of gradient information.
The availability of the gradient information allows for inference of the rate parameters of stochastic kinetic models using gradient descent-based methods.
Furthermore, the availability of the gradient information also enables other possible applications such as parameter sensitivity analysis, which has already attracted considerable interest in deterministic modeling [ 50, 51].
The availability of the gradient information makes it possible to develop other algorithms to solve the maximum likelihood estimation problem, in addition to the steepest descent method that we implemented.
Compliance with the standards: Availability of information ; Access to information ; Exchanging information.
Are non-native speakers of English sensitive to gradient information in speech?
We therefore used the gradient information of each image to assess the collagen fibril formation.
Availability of sensitivity information at low computational cost can dramatically improve the efficiency of the optimization process, as it enables use of efficient gradient-based optimization algorithms.
Part of the reason is the wide availability of scientific information on the internet.
Yet the availability of micro information about our local world is disparate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com