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#GNN

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Open Risk<p>Data graphs, computation graphs, property and <a href="https://mastodon.social/tags/knowledgegraphs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>knowledgegraphs</span></a>, <a href="https://mastodon.social/tags/graphdatabase" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>graphdatabase</span></a>, probabilistic graph models, <a href="https://mastodon.social/tags/gnn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>gnn</span></a>, there is currently an explosion of terms involving "graphs". What are their relations if any?</p><p>The Open Risk Academy course "An overview of graph methods in <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> " aims to put some order in the graph chaos by introducing and relating these concepts in a structured way, resulting in, you've guessed it, a "graph of graphs"!</p><p><a href="https://www.openriskacademy.com/course/view.php?id=50" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">openriskacademy.com/course/vie</span><span class="invisible">w.php?id=50</span></a></p>
Dan Stowell<p>I'm pleased to share this, a preprint of our first work on predicting electrical grids using graph neural networks: "Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features" led by Ugochukwu Orji <a href="https://arxiv.org/abs/2502.08376" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2502.08376</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/ai4good" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai4good</span></a> <a href="https://mastodon.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://mastodon.social/tags/GNN" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GNN</span></a> <a href="https://mastodon.social/tags/electricalgrid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electricalgrid</span></a></p>
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