Search Results for author: Mark Tuckerman

Found 2 papers, 1 papers with code

Multi-Type Point Cloud Autoencoder: A Complete Equivariant Embedding for Molecule Conformation and Pose

1 code implementation22 May 2024 Michael Kilgour, Jutta Rogal, Mark Tuckerman

The point cloud is a flexible representation for a wide variety of data types, and is a particularly natural fit for the 3D conformations of molecules.

Property Prediction

Geometric Deep Learning for Molecular Crystal Structure Prediction

no code implementations17 Mar 2023 Michael Kilgour, Jutta Rogal, Mark Tuckerman

We develop and test new machine learning strategies for accelerating molecular crystal structure ranking and crystal property prediction using tools from geometric deep learning on molecular graphs.

Property Prediction

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