Regularisation 1: Handling real-world data
This blog post is part of a series of posts exploring the regularised regression techniques we’ve recently added to equadratures, our open-source python libr...
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Exploring the design of a temperature probe with dimension reduction
In many engineering design tasks, we suffer from the curse of dimensionality. The number of design parameters quickly becomes too large for us to effectively...
Uncertainty quantification of computational simulations
Uncertainty quantification is the science of quantifying, and perhaps reducing, uncertainties in both computational and real world applications. Many fields ...