Nathan Baker

Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models pdf

Abhinav Vishnu, Nathan Oken Hodas, Garrett B. Goh, 2017, ArXiv.

Door Hinge Reliability: A Case Study

Nathan Baker, Angel Estrada, M. Affan Badar, 2013 .

A Study in the Difference of Warranty Failures Of Common Platform Different Brand Name Dishwashing Appliances

Nathan Baker, Nathan Baker, Nathan Baker, 2015 .

How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?

Abhinav Vishnu, Garrett B. Goh, Charles Siegel, 2017, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Nanoinformatics: developing new computing applications for nanomedicine

Martin Fritts, Pierre Grangeat, Alberto Anguita, 2012 .

Using physicochemical properties of amino acids to induce graphical models of residue couplings

Chris Bailey-Kellogg, Naren Ramakrishnan, K. S. M. Tozammel Hossain, 2011, BIOKDD '11.

Domain-specific languages for composing signature discovery workflows

Ferosh Jacob, Adam Wynne, Yan Liu, 2012, DSM '12.

Brochure on Basic Research Needs for Scientific Machine Learning: Core Technologies for Artificial Intelligence

Steven Lee, Nathan Baker, J. Sethian, 2018 .