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Modelling proteins with a self-organizing differentiable system

TLDR: Physics inspired protein modeling effort incorporating self assembly as an inductive bias. Modelling amino acids as agents — and training with the objective function of an entire chain folding into the correct conformation.

Other perks: interpretability, computationally tractable to model larger proteins

self-assembly.pdf182.6KB