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Siyan Liu

Contact

LIUS1@ORNL.GOV

Publications

November 2023

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

Conference Paper

July 2023

Knowledge-Informed Uncertainty-Aware Machine Learning for Time Series Forecasting of Dynamical…

Conference Paper

July 2023

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

Journal: Geoenergy Science and Engineering

April 2023

Coupled Lattice Boltzmann Modeling Framework for Pore-Scale Fluid Flow and Reactive Transport...

Journal: ACS Omega

April 2023

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

Journal: Journal of Machine Learning for Modeling and Computing

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