Researchers suggest that MultiCell could potentially be used to discern early patterns of disease, such as in asthma.

Holidays bring celebration, rest and, for many families, long stretches of indoor time. For some, this means tabletop games ...

Circular RNAs (circRNAs) play pivotal roles in various biological processes and disease progression, particularly in modulating drug responses and resistance mechanisms. Accurate prediction of circRNA ...

Abstract: The algebraic connectivity of graphs is an important measure of connectivity and how quickly a distributed synchronization process supported on the graph can reach consensus. In this letter, ...

Abstract: In this paper, we study the generalization capabilities of geometric graph neural networks (GNNs). We consider GNNs over a geometric graph constructed from a finite set of randomly sampled ...

We propose a solution by formulating a corresponding minimzation problem over the product manifold $\mathcal{M}^{\times n}$ and running first- and second-order (Riemannian) optimization algorithms.

Revised: This Reviewed Preprint has been revised by the authors in response to the previous round of peer review; the eLife assessment and the public reviews have been updated where necessary by the ...

I have recently implemented torch_geometric.compile on my nn.module that mostly consists of the torch_geometric.nn.conv.rgcn_conv module. Analysing the graph breaks with torch._dynamo.explain() I have ...