Today:Early fog in the far southwest clears quickly. Most areas stay dry with sunshine and variable cloud, though northern and northeastern regions may see isolated showers. Light winds overall, ...

Datasets - METR-LA, SOLAR, TRAFFIC, ECG. This code provides a running example with all components on MTGNN model (we acknowledge the authors of the work). Download ...

When people think of the world’s deadliest threats, armed conflicts usually come to mind first. Yet every year, organized crime quietly claims a comparable number of lives.

Abstract: The current excessive exploitation of fossil energy sources has led to skyrocketing prices and significant environmental challenges, including greenhouse gas emissions and climate change. In ...

Using machine learning to forecast maintenance readiness at the frontline unit level. The Army’s current model to determine future equipment readiness levels falls short of enabling command ...

This study uses random matrix theory to provide mathematical criteria determining whether network indeterminacy—the unpredictability of perturbation outcomes via complex networks—emerges in ecological ...

If someone tells you a fact you already know, they’ve essentially told you nothing at all. Whereas if they impart a secret, it’s fair to say something has really been communicated. This distinction is ...

Abstract: Hybrid systems, which combine statistical and machine learning (ML) techniques using residual (error forecasting) modeling, have been highlighted in the ...

Tsunamis exhibit surprisingly strong height fluctuations. An in-depth understanding of the mechanisms that lead to these variations in wave height is a prerequisite for reliable tsunami forecasting.

It is currently unclear whether changes in viral communities will ever be predictable. Here we investigate whether viral communities in wildlife are inherently structured (inferring predictability) by ...