De novo design of protein interactions with learned surface fingerprints

P Gainza, S Wehrle, A Van Hall-Beauvais, A Marchand… - Nature, 2023‏ - nature.com
Physical interactions between proteins are essential for most biological processes
governing life. However, the molecular determinants of such interactions have been …

Pla: Language-driven open-vocabulary 3d scene understanding

R Ding, J Yang, C Xue, W Zhang… - Proceedings of the …, 2023‏ - openaccess.thecvf.com
Open-vocabulary scene understanding aims to localize and recognize unseen categories
beyond the annotated label space. The recent breakthrough of 2D open-vocabulary …

Geometry-informed neural operator for large-scale 3d pdes

Z Li, N Kovachki, C Choy, B Li… - Advances in …, 2023‏ - proceedings.neurips.cc
We propose the geometry-informed neural operator (GINO), a highly efficient approach for
learning the solution operator of large-scale partial differential equations with varying …