This example shows how to perform a random parameter scan using a :class:`~optimas.generators.RandomSamplingGenerator` and a :class:`~optimas.evaluators.TemplateEvaluator`. and stores the outcome in a ...
In this work, we introduce a novel random sampling technique for training DeepONet, designed to enhance model generalization and reduce computational demands. This technique focuses on the trunk ...
Abstract: Finite time-vertex graph signals (FTVGS) provide an efficient representation for capturing spatio-temporal correlations across multiple data sources on irregular structures. Although ...
In a simple random sample, each individual in the population has an equal probability of being chosen. Additionally, each sample of size n has an equal probability of being the chosen sample. This ...
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