Welcome to the GitHub repository for Network Analysis Made Simple! This is a tutorial designed to teach you the basic and practical aspects of graph theory. It has been presented at multiple ...

St. Petersburg University of Aerospace Instrumentation. For system tasks we could form a rate of messages flows between nodes of different type’s matrix L. The value of element Lij of this matrix is ...

Abstract: Learning the graph topology of a complex network is challenging due to limited data availability and imprecise data models. A common remedy in existing works is to incorporate priors such as ...

In this paper, we introduce Graph-based Variation Propagation Network (GVPNet), an innovative approach for end-to-end learning of product quality representations and their propagation through MMS ...

A second module uses a graph neural network to encode the generated molecular structure back into tokens for the LLMs to consume. The final graph module is a graph reaction predictor which takes ...

The two Gigabit LAN ports allow for higher speeds with Link Aggregation or network failover support, though we wish there were a 2.5GB or 10GB LAN support for an even quicker connection.

Network Rail chief executive Sir Andrew Haines has said he expects the second year of the body’s £45bn five-year funding cycle will go “more smoothly”. It comes after industry figures ...