168 citations · 831 across the 27 of their papers we have counts for
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q-bio.BM2023★ 2 cited
Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins
Markus J. Buehler
We report a flexible language-model based deep learning strategy, applied here to solve complex forward and inverse problems in protein modeling, based on an attention neural netwo…
q-bio.BM2011★ 45 cited
Reoccurring patterns in hierarchical protein materials and music: The power of analogies
Tristan Giesa, David Spivak, Markus Buehler
Complex hierarchical structures composed of simple nanoscale building blocks form the basis of most biological materials. Here we demonstrate how analogies between seemingly differ…