Post #739

LOG 2022 and News The Learning of Graphs conference started on Friday - join the talks, poster sessions, and recently announced tutorials on Saturday and Sunday! Other news of the week: DeepMind finally announced A Generalist Neural Algorithmic Learner (spotlight at LOG 2022) - an approach to train a single GNN processor network that can solve 30 diverse algorithmic reasoning tasks from the CLRS-3- benchmark. Don’t miss the 3-hour tutorial on Saturday PDEArena by Microsoft Research is the PDE surrogate benchmarking framework, 20 models, 4 datasets on fluid dynamics and electrodynamics. Time to flex your PDE solvers 💪 The OpenCatalyst team released AdsorbML: ML-based potentials deliver a whopping 1300x boost compared to DFT while retaining 85% accuracy (and 4000x retaining 75%) in identification of low energy adsorbate-surface configurations.