Your English writing platform
Discover LudwigSuggestions(1)
Exact(3)
A variable weighted inception algorithm is presented and demonstrated to reduce the computational cost of simulations by up to two orders of magnitude over traditional approaches.
Performance analysis reveals that the running time cost of simulations is significantly reduced while impressive (more than an order of magnitude) speedups are achieved.
To cope with the cost of simulations, one replaces the real response surface with a cheap surrogate based, e.g., on polynomial chaos expansions, neural networks, support vector machines, or Gaussian processes (GP).
Similar(57)
The modifications do not dramatically increase the computational cost of simulation.
Past few decades have seen a rapid growth in the availability of computational power and that induces continually reducing cost of simulation.
Each subspace characterize a period of solutions in time and all together they not only can approximate the high fidelity model better, but also can reduce the computational cost of simulation.
It has short calculation time and low computational cost (cost of simulation codes and supporting hardware), but the calculate result is normally considered to be not as accurate as finite element method (FEM).
In contrast, the cost of simulation via the network-free approach increases only linearly.
Obviously if the cost of simulation scales with network size, then simulation of such large-scale reaction networks becomes impractical.
This means that the total cost of simulation for HMC and THMC with n s = 1 are about the same.
For models which have a prohibitive computational cost of simulation it may be desirable to formalise the criteria for additional simulation runs to avoid unnecessary computation.
Write better and faster with AI suggestions while staying true to your unique style.
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