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Siyan Liu

Contact

LIUS1@ORNL.GOV

Publications

April 2023

A scalable transformer model for real-time decision making in neutron scattering experiments

Journal: Journal of Machine Learning for Modeling and Computing
March 2023

Investigation of hydrometeorological influences on reservoir releases using explainable machine…

Journal: Frontiers in Water
February 2023

A deep learning-based direct forecasting of CO2 plume migration...

Journal: Geoenergy Science and Engineering
November 2022

Identifying Hydrometeorological Factors Influencing Reservoir Releases Using Machine Learning…

Conference Paper
November 2022

Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning

Conference Paper

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Research Highlight

A Prediction Interval Method for Machine Learning Model Uncertainty Quantification
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