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Siyan Liu

Contact

lius1@ornl.gov

Publications

November 2024

ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability

Journal: The International Conference for High Performance Computing, Networking, Storage, and Analysis

December 2023

Explainable machine learning model for multi-step forecasting of reservoir inflow with uncertainty…

Journal: Environmental Modelling & Software

December 2023

Advancing subseasonal reservoir inflow forecasts using an explainable machine learning method...

Journal: Journal of Hydrology: Regional Studies

November 2023

Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates...

Conference Paper

July 2023

Uncertainty quantification of the convolutional neural networks on permeability estimation from…

Journal: Geoenergy Science and Engineering

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