Steven R Young Research Scientist Contact youngsr@ornl.gov | 865.241.6611 All Publications Evolving Energy Efficient Convolutional Neural Networks... Exascale Deep Learning to Accelerate Cancer Research Evolving Deep Networks Using HPC... Optimizing Deep Learning Hyper-Parameters Through an Evolutionary Algorithm... Reinforcement learning applied to dilute combustion control for increased fuel efficiency Privacy Amplification for Episodic Training Methods... ICDARTS: Improving the Stability of Cyclic DARTS Next-Cycle Optimal Dilute Combustion Control via Online Learning of Cycle-to-Cycle Variability Using Kernel Density Estimator... Neuromorphic Computing for Scientific Applications Augmenting Graph Convolution with Distance Preserving Embedding for Improved Learning Vertex finding in neutrino-nucleus interaction: a model architecture comparison... Real-Time Evolution and Deployment of Neuromorphic Computing at The Edge... Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach... Dilute Combustion Control Using Spiking Neural Networks... Next-Cycle Optimal Fuel Control for Cycle-to-Cycle Variability Reduction in EGR-Diluted Combustion... Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency... Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment... Ensembles of Networks Produced from Neural Architecture Search... Accelerating Scientific Computing in the Post-Moore’s Era... Classifying and analyzing small-angle scattering data using weighted k nearest neighbors machine learning techniques... Visualization System for Evolutionary Neural Networks for Deep Learning... Inferring Convolutional Neural Networks' Accuracies from Their Architectural Characterizations... Fine-Grained Exploitation of Mixed Precision for Faster CNN Training... Fine-Grained Exploitation of Mixed Precision for Faster CNN Training... Reinforcement Learning-based Traffic Control to Optimize Energy Usage and Throughput (CRADA report)... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links Google Scholar ORCID Personal Website Organizations Computing and Computational Sciences Directorate Computer Science and Mathematics Division Data and AI Systems Section Learning Systems Group
