Normal Distribution

The normal distribution, a cornerstone of statistics and probability, describes data clustered around a mean with symmetrical spread. Current research focuses on extending its applicability beyond traditional uses, including developing improved algorithms for normal integration in surface reconstruction and employing generalized normal distributions within machine learning models for more robust and accurate predictions, particularly in operational settings. These advancements enhance the precision and efficiency of various applications, from 3D modeling and image processing to healthcare forecasting and robot navigation, by providing more flexible and accurate representations of data.