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Found 4 papers, 1 papers with code
Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem
Construction of a scaffold structure that supports a desired motif, conferring protein function, shows promise for the design of vaccines and enzymes.
TESS Delivers Five New Hot Giant Planets Orbiting Bright Stars from the Full Frame Images
TOI-640 b is one of only three known hot Jupiters to have a highly inflated radius (R$_{\rm P}$ > 1. 7R$_{\rm J}$, possibly a result of its host star's evolution) and resides on an orbit with a period longer than 5 days.
Earth and Planetary Astrophysics Solar and Stellar Astrophysics
Single Layers of Attention Suffice to Predict Protein Contacts
On the one hand, factored attention is a direct simplification of multihead scaled dot-product attention in the Transformer.
Exploring particle dynamics during self-organization processes via rotationally invariant latent representations
The dynamic of complex ordering systems with active rotational degrees of freedom exemplified by protein self-assembly is explored using a machine learning workflow that combines deep learning-based semantic segmentation and rotationally invariant variational autoencoder-based analysis of orientation and shape evolution.
Soft Condensed Matter
