Abstract: Graph Neural Networks (GNNs) exhibit satisfactory performance on homophilic networks, where most edges connect two nodes with the same label. However, their effectiveness diminishes as the ...

To use MSG.exe to send a message to a network computer, you need the name or IP address of the target computer. Also, the destination computers should be connected to the same local network. Add ...

With the advent of AI-powered protein design tools, protein-based therapeutics may no longer be constrained by the limits imposed by natural selection. Protein-based therapeutics have been ...

This repo is a fork of chemprop. We apply a set of Bayesian methods to the chemprop directed message passing neural network (D-MPNN). We assess predictive accuracy, calibration and performance on a ...

The prediction of the properties of crystal materials has always been a core issue in materials science and solid-state physics. With the rapid development of computer simulation techniques and ...

Identifying the complex genetic architecture of Alzheimer’s disease (AD) is critical for understanding its pathophysiology. While network-based computational methods assist in this task, they ...

I co-created Graph Neural Networks while at Stanford. I recognized early on that this technology was incredibly powerful. Every data point, every observation, every piece of knowledge doesn’t exist in ...

Any problems or questions then please get in touch by opening an issue if related to the code, or for more general enquiries contact my email. We present a machine learning approach capable of ...

Reproductive toxicity is a concern critical to human health and chemical safety assessment. Recently, the U.S. Food and Drug Administration announced plans to assess toxicity with artificial ...

Google Messages may introduce a new animation for the media player. Videos and images now slide into view from the bottom of the screen instead of fading in and out. You can also swipe down to close ...