Article23 Dec 2024 Cover runners-up of 2024 It is time to bring our favorite cover suggestions from 2024 to light. Editorial20 Dec 2024 Mapping the gene space at single-cell resolution with gene signal pattern analysis This work presents a graph signal processing method, gene signal patte...
Machine learning plays an increasingly important role in many areas of chemistry and materials science, being used to predict materials properties, accelerate simulations, design new structures, and predict synthesis routes of new materials. Graph neural
Show moreView article Principles of Big Graph: In-depth Insight Lilapati Waikhom, Ripon Patgiri, in Advances in Computers, 2023 4 Graphs-based deep learning models 4.1 Graph convolutional network Graph Convolution Networks (GCN) [5] is a semi-supervised learning approach for Graph-based data, ...
Research articleOpen access Layer-by-layer assembled nanowire networks enable graph-theoretical design of multifunctional coatings Wenbing Wu, ... Nicholas A. Kotov 8 January 2025View PDF Research articleAbstract only Metal-lattice-heredity synthesis of single-crystalline 2D transition metal oxides ...
The article addresses this issue through the analysis and visualization of energy consumption data integrated with Building Information Models (BIM). This integration allows for a deeper and more detailed understanding of the energy performance of tourist buildings, potentially leading to more effective ...
Graph-Based Neural Networks How to do Deep Learning on Graphs with Graph Convolutional Networks Introduction To Graph Convolutional Networks An attempt at demystifying graph deep learning ogb - Open Graph Benchmark, Benchmark datasets. networkx - Graph library. cugraph - RAPIDS, Graph library on the...
Future bandages could be armed with nanoflowers The tiny structures may help fight deadly bacteria like E. coli. Andrew Paul Wildlife Male Amazon river dolphins pee into the air, confusing scientists Researchers finally confirmed the unique behavior, but no one is quite sure why they do it. ...
You have full access to thisopen accessarticle From View current issue Abstract The Structural Genomics Consortium is an international open science research organization with a focus on accelerating early-stage drug discovery, namely hit discovery and optimization. We, as many others, believe that arti...
To process the rest of the records, we then use the title information of each article for further matching. After extracting the title from NSF records and performing a standardization procedure (e.g., converting each letter into lowercase and removing punctuation marks, extra spaces, tabs, and...
Research articleAbstract only How to enrich cross-domain representations? Data augmentation, cycle-pseudo labeling, and category-aware graph learning Ba Hung Ngo, ... Tae Jong Choi 1 May 2025 Read latest issue More from Expert Systems with Applications ...