Garrett B. Goh

According to our database1, Garrett B. Goh
  • authored at least 8 papers between 2014 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Deep learning for computational chemistry.
Journal of Computational Chemistry, 2017

ChemNet: A Transferable and Generalizable Deep Neural Network for Small-Molecule Property Prediction.
CoRR, 2017

SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties.
CoRR, 2017

How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?
CoRR, 2017

Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models.
CoRR, 2017

2014
Parameter Choice Matters: Validating Probe Parameters for Use in Mixed-Solvent Simulations.
Journal of Chemical Information and Modeling, 2014


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