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2021 |
Bedrunka, Mario Christopher |
| Negative Perceptions About the Applicability of Source-to-Source Compilers in HPC: A Literature Review
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2021 |
Milewicz, Reed |
| Automatic Tuning of Tensorflow’s CPU Backend Using Gradient-Free Optimization Algorithms
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2021 |
Mebratu, Derssie |
| Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum
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2021 |
Kokkinis, Argyris |
| Machine-Learning-Based Control of Perturbed and Heated Channel Flows
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2021 |
Rüttgers, Mario |
| Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems
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2021 |
Nogueira, Alberto C. Jr. |
| Film Cooling Prediction and Optimization Based on Deconvolution Neural Network
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2021 |
Wang, Yaning |
| Turbomachinery Blade Surrogate Modeling Using Deep Learning
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2021 |
Luo, Shirui |
| Toward a Workflow for Identifying Jobs with Similar I/O Behavior Utilizing Time Series Analysis
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2021 |
Kunkel, Julian |
| Automatic Partitioning of MPI Operations in MPI+OpenMP Applications
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2021 |
Jammer, Tim |
| Potential of Interpreter Specialization for Data Analysis
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2021 |
He, Wei |
| Refactoring for Performance with Semantic Patching: Case Study with Recipes
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2021 |
Martone, Michele |
| Automation for Data-Driven Research with the NERSC Superfacility API
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2021 |
Bard, Deborah J. |
| An Explainable Model for Fault Detection in HPC Systems
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2021 |
Molan, Martin |
| Fides: A General Purpose Data Model Library for Streaming Data
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2021 |
Pugmire, David |
| FaaS and Curious: Performance Implications of Serverless Functions on Edge Computing Platforms
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2021 |
Tzenetopoulos, Achilleas |
| Using Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Reconstruct Mixture Fraction Statistics of Turbulent Jet Flows
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2021 |
Gauding, Michael |
| MSM: Multi-stage Multicuts for Scalable Image Clustering
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2021 |
Ho, Kalun |
| Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks
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2021 |
Esteban, Mathias |
| Machine Learning for Generic Energy Models of High Performance Computing Resources
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2021 |
Muraña, Jonathan |
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