Dan Lu Senior Staff Scientist Contact lud1@ornl.gov All Publications Improving the estimation of atmospheric water vapor pressure using interpretable long short-term memory networks Advancing spatiotemporal forecasts of CO 2 plume migration using deep learning networks with transfer learning and interpretation analysis Explainable machine learning model for multi-step forecasting of reservoir inflow with uncertainty quantification Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning Advancing subseasonal reservoir inflow forecasts using an explainable machine learning method... Multi-module-based CVAE to predict HVCM faults in the SNS accelerator... Uncertainty quantification of the convolutional neural networks on permeability estimation from micro-CT scanned sandstone and carbonate rock images Knowledge-Informed Uncertainty-Aware Machine Learning for Time Series Forecasting of Dynamical Engineered Systems Uncertainty Quantification of Capacitor Switching Transient Location using Machine Learning Editorial: Data-driven machine learning for advancing hydrological and hydraulic predictability... Machine-learning-assisted automation of single-crystal neutron diffraction Improving E3SM Land Model Photosynthesis Parameterization via Satellite SIF, Machine Learning, and Surrogate Modeling Stream Temperature Prediction in a Shifting Environment: Explaining the Influence of Deep Learning Architecture... Uncertainty quantification of machine learning models to improve streamflow prediction under changing climate and environmental conditions Influence of fatigue precracking and specimen size on Master Curve fracture toughness measurements of EUROFER97 and F82H steels Investigation of hydrometeorological influences on reservoir releases using explainable machine learning methods Evaluation of distributed process-based hydrologic model performance using only a priori information to define model inputs... A deep learning-based direct forecasting of CO2 plume migration... Machine Learning Assisted Reservoir Operation Model for Long-Term Water Management Simulation... A Spatiotemporal-Aware Weighting Scheme for Improving Climate Model Ensemble Predictions Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning Identifying Hydrometeorological Factors Influencing Reservoir Releases Using Machine Learning Methods... Time series anomaly detection in power electronics signals with recurrent and ConvLSTM autoencoders... Progress on Machine Learning for the SNS High Voltage Converter Modulators... Multimodel ensemble predictions of precipitation using bayesian neural networks... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID GitHub Dan Lu's Website Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Physical Sciences Section Computational Earth Sciences Group
