Mark A Coletti Staff Scientist Contact colettima@ornl.gov | 865.241.5148 All Publications Avoiding excess computation in asynchronous evolutionary algorithms... Avoiding Excess Computation in Asynchronous Evolutionary Algorithms... Troubleshooting deep-learner training data problems using an evolutionary algorithm on Summit... Validating Safecast data by comparisons to a Department of Energy Fukushima Prefecture aerial survey... Efficacy of using a dynamic length representation vs. a fixed-length for neuroarchitecture search Assessing Impacts of Atmospheric Conditions on Efficiency and Siting of Large-Scale Direct Air Capture Facilities A dataset of recorded electricity outages by United States county 2014–2022 Multiobjective Hyperparameter Optimization for Deep Learning Interatomic Potential Training Using NSGA-II... SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing Predicted structural proteome of Sphagnum divinum and proteome-scale annotation... Research Software Engineering at Oak Ridge National Laboratory Neuromorphic Computing for Scientific Applications Toward designing effective exascale scientific computing workflows: experiences and best practices... Training reinforcement learning models via an adversarial evolutionary algorithm... Proteome-scale Deployment of Protein Structure Prediction Workflows on the Summit Supercomputer... Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing Diagnosing autonomous vehicle driving criteria with an adversarial evolutionary algorithm... Quantitative Evaluation of Autonomous Driving in CARLA... Multi-Objective Hyperparameter Optimization for Spiking Neural Network Neuroevolution... Library for Evolutionary Algorithms in Python (LEAP)... Global Partitioning Elevation Normalization Applied to Building Footprint Prediction Evolving Larger Convolutional Layer Kernel Sizes for a Settlement Detection Deep-Learner on Summit... Performance analysis and optimization for scalable deployment of deep learning models for country‐scale settlement mapping on Titan supercomputer Ramifications of Evolving Misbehaving Convolutional Neural Network Kernel and Batch Sizes... Key Links Curriculum Vitae ORCID My ResearchGate Profile Organizations Computing and Computational Sciences Directorate Computer Science and Mathematics Division Data and AI Systems Section Learning Systems Group
