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Re:A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems by chaitjo on Wednesday December 13, 2023 @08:23AM (#38626931)
We’ve just released a “Hitchhiker’s Guide” for getting started with deep neural nets for 3D structural biology & chemistry -- we think it will be useful for newcomers to start their learning journey on the core architectures powering recent breakthroughs of graph ML in protein design, material discovery, molecular simulations, and more!

PDF: https://arxiv.org/abs/2312.07511

Authors: Alexandre Duval, Simon V. Mathis, Chaitanya K. Joshi, Victor Schmidt, Santiago Miret, Fragkiskos Malliaros, Taco Cohen, Pietro Liò, Yoshua Bengio, and Michael Bronstein