Dan Lu Senior Staff Scientist Contact LUD1@ORNL.GOV All Publications Enabling Long-range Exploration in Minimization of Multimodal Functions A model-independent data assimilation (MIDA) module and its applications in ecology... Machine Learning for Improved Availability of the SNS Klystron High Voltage Converter Modulators Seasonal changes in GPP/SIF ratios and their climatic determinants across the Northern Hemisphere A prediction interval method for uncertainty quantification of regression models... Streamflow Simulation in Data-Scarce Basins Using Bayesian and Physics-Informed Machine Learning Models Machine Learning for Improved Availability of the SNS Klystron High Voltage Converter Modulators Boosting black-box adversarial attack via exploiting loss smoothness... Multihypothesis comparison of Farquhar and Collatz photosynthesis models reveals the unexpected influence of empirical assumptions at leaf and global scales Efficient Distance-based Global Sensitivity Analysis for Terrestrial Ecosystem Modeling Machine Learning Assisted Hybrid Models Can Improve Streamflow Simulation in Diverse Catchments across the Conterminous US Learning-Based Inversion-Free Model-Data Integration to Advance Ecosystem Model Prediction An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science Efficient surrogate modeling methods for large-scale Earth system models based on machine-learning techniques LIVVkit 2.1: automated and extensible ice sheet model validation An adaptive Kriging surrogate method for efficient uncertainty quantification with an application to geological carbon seques... The multi-assumption architecture and testbed (MAAT v1.0): R code for generating ensembles with dynamic model structure and analysis of epistemic uncertainty from multiple sources Calibration of the E3SM Land Model Using SurrogateBased Global Optimization Advances in Multiphase Flow and Transport in the Subsurface Environment An efficient Bayesian data-worth analysis using a multilevel Monte Carlo method A Taylor expansion-based adaptive design strategy for global surrogate modeling with applications in groundwater modeling... Bayesian calibration of terrestrial ecosystem models: A study of advanced Markov chain Monte Carlo methods Calibration of an agricultural-hydrological model (RZWQM2) using surrogate global optimization... An improved multilevel Monte Carlo method for estimating probability distribution functions in stochastic oil reservoir simul... Evaluating marginal likelihood with thermodynamic integration method and comparison with several other numerical methods Pagination First page 竄 First Previous page 嫖傭 … Page 2 Current page 3 Page 4 Next page 算傭 Last page Last 罈 Key Links Curriculum Vitae Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Physical Sciences Section Computational Earth Sciences Group
