Thomas Yong-Jin Han
Orcid: 0000-0002-3000-2782
According to our database1,
Thomas Yong-Jin Han
authored at least 12 papers
between 2019 and 2021.
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Bibliography
2021
SIAM J. Math. Data Sci., 2021
Predicting Energetics Materials' Crystalline Density from Chemical Structure by Machine Learning.
J. Chem. Inf. Model., 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
2020
J. Chem. Inf. Model., 2020
Nanomaterial Synthesis Insights from Machine Learning of Scientific Articles by Extracting, Structuring, and Visualizing Knowledge.
J. Chem. Inf. Model., 2020
Leveraging Uncertainty from Deep Learning for Trustworthy Materials Discovery Workflows.
CoRR, 2020
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning.
CoRR, 2020
Explainable Deep Learning for Uncovering Actionable Scientific Insights for Materials Discovery and Design.
CoRR, 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science.
Proceedings of the 2nd International Workshop on Open Services and Tools for Document Analysis, 2019