Oliver Unke
3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐ Conference Polyglot (2) ๐งญ Keyword Pioneer
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Trend Setter
Conferences
NIPS (2)
ICML (1)
Top co-authors
Keywords
message passing neural network
(2)
quantum chemistry
(2)
molecular property prediction
(2)
spherical harmonics
(1)
equivariant representation
(1)
point cloud processing
(1)
tensorial property
(1)
molecular spectra
(1)
graph neural network
(1)
equivariant attention
(1)
wavefunction prediction
(1)
tensorial properties
(1)
molecular system
(1)
molecular wavefunction
(1)
se3-equivariant neural network
(1)
electronic density
(1)
transfer learning
(1)
non-local effect
(1)
point cloud
(1)
geometric deep learning
(1)
Papers
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems
NIPS 2022
SE(3)-equivariant prediction of molecular wavefunctions and electronic densities
NIPS 2021
Equivariant message passing for the prediction of tensorial properties and molecular spectra
ICML 2021