Garrett B. Goh

According to our database1, Garrett B. Goh authored at least 11 papers between 2014 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks.
CoRR, 2018

Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction.
CoRR, 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

Deep Learning for Computational Chemistry.
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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