Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
IEEE

Posterior-probability-based binary tree of support vector machine

Abstract: A complete framework of binary tree of support vector machine based on posterior probability (PPBTSVM) is proposed by introducing soft labels into the enhanced binary tree of SVM (c-BTS).
IEEE

Metamodel-Based Directional Importance Sampling for Structural Reliability Analysis

Abstract: For reliability analysis of complex structures with time-consuming implicit performance functions, the computational cost required by direct sampling methods is usually unaffordable for ...
Monash University

Basic probability

Probability is a fundamental concept in mathematics and statistics that deals with the likelihood of events occurring. It provides a framework for quantifying uncertainty and making predictions based ...
nation

Why bamboo can solve Kenya's forest cover problem faster than any other tree

As the country races against time to meet its constitutional mandate of 10 percent forest cover by 2030, a fast-growing solution sits largely ignored on farms like David Muruli's five-hectare plot in ...