Search Results for author: Jocelyn Sunseri

Found 2 papers, 2 papers with code

libmolgrid: GPU Accelerated Molecular Gridding for Deep Learning Applications

1 code implementation10 Dec 2019 Jocelyn Sunseri, David Ryan Koes

There are many ways to represent a molecule as input to a machine learning model and each is associated with loss and retention of certain kinds of information.

BIG-bench Machine Learning Data Augmentation

Protein-Ligand Scoring with Convolutional Neural Networks

2 code implementations8 Dec 2016 Matthew Ragoza, Joshua Hochuli, Elisa Idrobo, Jocelyn Sunseri, David Ryan Koes

A CNN scoring function automatically learns the key features of protein-ligand interactions that correlate with binding.

Drug Discovery Pose Prediction

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