Yan Liu, Senior Computational Scientist at ORNL

Yan Liu

Senior Computational Scientist

Contact

865.241.2039 | YANLIU@ORNL.GOV

All Publications

A GPU-accelerated Generative Adversarial Model for Causal Inference

Integrated Modeling Driven Evaluation of Opportunities for Climate-Resilient Perennial Biomass Crop Plantings in Flood-Prone Agricultural Landscapes

Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning–based control using field measu...

Enhancing Power Distribution System Resilience with Fusion-GNN: A Dynamic Graph Representation Learning Approach

A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings

Online Heatmap Generation with Both High and Low Weights

A GPU-Accelerated Population Generation, Sorting, and Mutation Kernel for an Optimization-Based Causal Inference Model

Clean Energy Technology Applications on US Mine Land: Technical Analysis...

Assessing Compatibility of Natural Gas Pipeline Materials with Hydrogen, CO2, and Ammonia

An overview of visualization and visual analytics applications in water resources management

Real-time GIS Programming and Geocomputation...

A parallel evolutionary multiple-try metropolis Markov chain Monte Carlo algorithm for sampling spatial partitions

Scalable Data-Intensive Geocomputation: A Design for Real-Time Continental Flood Inundation Mapping

A spatially explicit evolutionary algorithm for the spatial partitioning problem

Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical Analysis