GitHub

Convert SMILES to Molecular Graph

RDKit can be installed easily by following the instructions from this source. Linux, Windows, and macOS RDKit platform wheels are available at the rdkit PyPi ...
IEEE

A Temporal-Spatial Graph Network with a Learnable Adjacency Matrix for Appliance-level Electricity Consumption Prediction

Impact Statement: When utilizing graph neural networks, it is often the case that the weight relationships between nodes are not well understood. This is particularly true in the context of using ...
The New York Times

Here’s Why ‘The Matrix’ Is More Relevant Than Ever

One scene reflects the themes — A.I., fake news, transgender lives and Gen X — that make the film a classic. By Alissa Wilkinson Neo, the hero of “The Matrix,” is sure he lives in 1999. He has a green ...
C&EN

Physical Graph-Based Spatiotemporal Fusion Approach for Process Fault Diagnosis

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. In this study, the synergies of GCN and LSTM are leveraged to ...
Frontiers

LGNN: a novel linear graph neural network algorithm

The emergence of deep learning has not only brought great changes in the field of image recognition, but also achieved excellent node classification performance in graph neural networks. However, the ...
Scientific Research Publishing

On the Spectral Properties of Graphs with Rank 4 ()

School of Mathematics and Statistics, Qinghai Minzu University, Xining, China. The theory of graph energy is well developed nowadays; its details can be found in the book [1] and reviews [2] [3] .
GitHub

VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds

Chronic obstructive pulmonary disease (COPD) is one of the most severe respiratory diseases and can be diagnosed by several clinical modalities such as spirometric measures, lung function tests, ...