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Forget complex updates: the secret to better molecular property prediction in MPNNs lies in how you initialize and fuse messages.
Virtual cell perturbation prediction gets a 12x speedup in pretraining and a 12% boost in biological fidelity with SCALE, a new foundation model that prioritizes scalable infrastructure and biologically faithful evaluation.
