Message-Passing Algorithm MPNNs and, more generally, GNNs work by iteratively updating hidden graph states. They contain information concerning the atoms in the material and their interactions. In ...

Neural network models excel in molecular property predictions but often struggle with generalizing from smaller to larger molecules due to increased structural diversity and complex interactions. To ...

My very first venture into distributed systems lead me to build this simple message passing algorithm in my most loved language ...

In this tutorial paper, we advocate a recently proposed paradigm for scalable multitarget tracking that is based on message passing or, more concretely, the loopy sum-product algorithm. This approach ...

Learn what message passing and shared memory are, how they differ, and how to use them for parallel programming on multiple processors or machines.

Add a description, image, and links to the message-passing-algorithm topic page so that developers can more easily learn about it ...

Situation-aware technologies enabled by multitarget tracking will lead to new services and applications in fields such as autonomous driving, indoor localization, robotic networks, and crowd counting.

Passing the Message: Representation Transfer in Modular Balanced Networks Barna Zajzon 1,2 * Sepehr Mahmoudian 3,4 Abigail Morrison 1,5 Renato Duarte 1 ...