Thermal convection efficiently transports heat in astrophysical and engineering flows. Normally, we expect hot plumes to ascend and cold plumes to descend, resulting in a positive heat flux. This ...
PyMC is a probabilistic programming library for Python that provides tools for constructing and fitting Bayesian models. It offers an intuitive, readable syntax that is close to the natural syntax ...
Biological systems are distinguished by “metaproperties” such as robustness or multifunctionality. We show that the metaproperty of adaptability naturally emerges when tunable synthetic materials are ...
I introduced the preparations for conducting a Monte Carlo simulation in the note below. However, when you actually try to start, even if you have created a simple model in Excel such as Sales = Unit ...
Natural perception relies inherently on inferring causal structure in the environment. However, the neural mechanisms and functional circuits essential for representing and updating the hidden causal ...
This repository contains the experiments conducted in our paper "Learning from Integral Losses in Physics Informed Neural Networks". In short, this paper pinpoints the biased nature of the MSE loss ...
When an elastic material (e.g., fabric) is horizontally stretched (or compressed), the material is compressed (or extended) vertically – so-called the Poisson effect. In the different case of the ...
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