Search Results for author: Seong-Gyu Yang

Found 3 papers, 1 papers with code

Enhancing biodiversity through intraspecific suppression in large ecosystems

no code implementations21 May 2023 Seong-Gyu Yang, Hye Jin Park

The competitive exclusion principle (CEP) is a fundamental concept in the niche theory, which posits that the number of available resources constrains the coexistence of species.

Unity

Power-grid stability predictions using transferable machine learning

1 code implementation17 May 2021 Seong-Gyu Yang, Beom Jun Kim, Seung-Woo Son, Heetae Kim

We test three different machine learning algorithms -- random forest, support vector machine, and artificial neural network -- training them with two different types of synthetic power grids consisting of homogeneous and heterogeneous input-power distribution, respectively.

BIG-bench Machine Learning

Benford's Law and First Letter of Word

no code implementations17 Dec 2017 Xiao-Yong Yan, Seong-Gyu Yang, Beom Jun Kim, Petter Minnhagen

It predicts the percentages of first letters for words in novels.

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