Abstract: Graph neural network (GNN) can be formulated as the multiplication of the topology-related matrix (adjacency or Laplacian matrix) and node attribute matrix, i.e., operation in node-wise.

The notion of reciprocally related inverse scattering schemes is introduced and is shown to be a key component in the link between the AKNS and WKI schemes. Reciprocal auto-Bäcklund transformations ...

ABSTRACT: Let G=( V,E ) be a graph. The first Zagreb index of a graph G is defined as ∑ u∈V d G 2 ( u ) , where d G ( u ) is the degree of vertex u in G . In this paper, we obtain two lower bounds ...

This code was tested with PyTorch 2.0.1, cuda 11.8 and torch_geometrics 2.3.1. Note that ${PROJECT_DIR} refers to this directory. The following section outlines the ...

The 90-day deadline President Donald Trump set for countries to make trade deals with the United States or risk substantially higher tariffs is just days away. What will happen after that’s reached at ...

The U.S. and China issued a joint statement on Monday. The U.S. and China issued a joint statement on Monday announcing an agreement to cut reciprocal tariffs for 90 days, with both sides "recognizing ...

Visiting classrooms to observe instruction in real time is a critical component of my instructional innovation work. It provides leadership and educational coaches like me with the data needed to make ...

A core element of the protectionist trade policies President Trump announced last week — an import tax blitz on long-standing global trade partners he referred to as "Liberation Day" — are so-called ...

Beginning on April 9, the United States will impose country-specific “reciprocal” tariffs targeting 57 named countries, with rates reaching as high as 50 percent. At a minimum, each country will pay a ...

The White House's method for calculating reciprocal tariffs has left many economists, including those cited by the administration in its formulations, puzzled. Economists told Newsweek that the ...

President Donald Trump on Wednesday announced a 10% tariff on all imports but even higher rates on dozens of trading partners including China, India and the European Union. The tariffs range between ...