IEEE

AutoSF: Searching Scoring Functions for Knowledge Graph Embedding

Abstract: Scoring functions (SFs), which measure the plausibility of triplets in knowledge graph (KG), have become the crux of KG embedding. Lots of SFs, which target at capturing different kinds of ...
GitHub

GraphStorm: Enterprise graph machine learning framework for billion-scale graphs

GraphStorm is an enterprise-grade graph machine learning (GML) framework designed for scalability and ease of use. It simplifies the development and deployment of GML models on industry-scale graphs ...
C&EN

Calculation of Absolute Ligand Binding Free Energy to a Ribosome-Targeting Protein as a Function of Solvent Model

Computational Sciences and Engineering Branch, U.S. Army Research Laboratory, Aberdeen Proving Ground, Maryland 21005, Department of Cell Biology and Biochemistry, U.S. Army Medical Research Institute ...
IEEE

Fault Management Based on Systems Description as Directed Graph With Absolute Dependence Relations

Abstract: A new systems description method that utilizes graph theory for systems modeling is presented. The new method represents the system in terms of a directed graph, where each system component ...