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Siyan Liu

Contact

LIUS1@ORNL.GOV

Publications

April 2022

An interpretable machine learning model for advancing terrestrial ecosystem predictions

Conference Paper

April 2022

PI3NN: Out-of-distribution-aware Prediction Intervals from Three Neural Networks...

Conference Paper

November 2021

An out-of-distribution-aware autoencoder model for reduced chemical kinetics

Journal: Discrete and Continuous Dynamical Systems - Series S

August 2021

A Review of Lattice-Boltzmann Models Coupled with Geochemical Modeling Applied for Simulation of…

Journal: Energy & Fuels

May 2021

A prediction interval method for uncertainty quantification of regression models...

Conference Paper

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