Mallikarjun (Arjun) Shankar Division Director, NCCS Contact shankarm@ornl.gov | 865.574.2704 All Publications 2022 Operational Assessment - OLCF FORGE: Pre-Training Open Foundation Models for Science High-performance computing leadership to enable advances in artificial intelligence and a thriving compute ecosystem... DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling for Thermodynamics Evaluation of High Entropy Alloys Benchmarking for AI for Science... WfBench: Automated Generation of Scientific Workflow Benchmarks Strategies for Integrating Deep Learning Surrogate Models with HPC Simulation Applications... 2021 Operational Assessment - OLCF... Scientific machine learning benchmarks... Official Report on the 2021 Computational and Autonomous Workflows Workshop (CAW 2021)... Emerging Trends and Systemic Issues Influencing Today’s U.S. Electric Grid... Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery... Enabling discovery data science through cross-facility workflows... Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary Comparative evaluation of deep learning workloads for leadership-class systems... Data optimization for large batch distributed training of deep neural networks... GPU Lifetimes on Titan Supercomputer: Survival Analysis and Reliability... US Department of Energy, Office of Science High Performance Computing Facility Operational Assessment 2019 Oak Ridge Leadersh... Policy Considerations When Federating Facilities for Experimental and Observational Data Analysis DataFed: Towards Reproducible Research via Federated Data Management... Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer... US Department of Energy, Office of Science High Performance Computing Facility Operational Assessment 2018 Oak Ridge Leadersh... Background and Roadmap for a Distributed Computing and Data Ecosystem... ONRAMP, ORNL Nuclear Resources – Analysis and Modeling Portfolio The Design, Deployment, and Evaluation of the CORAL Pre-Exascale Systems... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links ORCID Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences
