The intensive care unit (ICU) typically admits patients who require urgent medical intervention. Predicting ICU mortality is crucial for identifying those are at higher risk. Traditional statistical methods, such as logistic regression, have been widely used survival prediction. However, these methods often limitations in capturing complex nonlinear relationships between the clinical features. ...

The use of ensemble Monte Carlo (EMC) methods for the simulation transport in semiconductor devices has become extensive over past few decades. This method allows utilizing particles while addressing full physics within device, leaving computational difficulties to computer. More recently, study quantum mechanical effects devices, which also strongly affect carrier itself, have important. While...

A theory for estimating the probability distribution of the state of a model given a set of observations exists. This nonlinear filtering theory unifies the data assimilation and ensemble generation problem that have been key foci of prediction and predictability research for numerical weather and ocean prediction applications. A new algorithm, referred to as an ensemble adjustment Kalman filte...