Siyan Liu

Contact

lius1@ornl.gov

Publications

Uncertainty quantification of the convolutional neural networks on permeability estimation from micro-CT scanned sandstone and carbonate rock images

Journal: Geoenergy Science and Engineering

July, 2023

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

July, 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

April, 2023

Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions

Journal: Frontiers in Water

April, 2023

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