Finding shortest paths with Graph Networks In this article we show how a Graph Network with attention read and write can perform shortest path calculations. This network performs this task with 99.91% ...

Drawing inspiration from natural trees, we further propose to find trunks from graph skeleton trees to create powerful graph representations and develop the corresponding framework for graph-level ...

The angle preservation equality above corresponds to the Cauchy-Riemann equations. Complex functions that satisfy these equations are called conformal maps. This equality is linear in u and v . We can ...

Zeon algebras are subalgebras of Clifford algebras whose combinatorial properties lend them to graph-theoretic applications such as enumerating minimal cost paths in dynamic networks. This book ...

Using variable speed drives on pumps reduces parasitic energy loss, enables proper maintenance and lowers capital costs.