Scaled Gaussian Convolution, a deterministic scaling-plus-smoothing of AlphaFold2's weights, reveals a ubiquitin conformational landscape whose contact-loss order, flexibility pattern, and funnel topology match experiments, while KaiB and α-synuclein show the encoding's limits.
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Neural spectroscopy of AlphaFold2 reveals encoded protein conformational landscapes
Scaled Gaussian Convolution, a deterministic scaling-plus-smoothing of AlphaFold2's weights, reveals a ubiquitin conformational landscape whose contact-loss order, flexibility pattern, and funnel topology match experiments, while KaiB and α-synuclein show the encoding's limits.