Novel DNNs for Stiff ODEs with Applications to Chemically Reacting Flows
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2021 |
Brown, Thomas S. |
Nonlinear Mode Decomposition and Reduced-Order Modeling for Three-Dimensional Cylinder Flow by Distributed Learning on Fugaku
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2021 |
Ando, Kazuto |
A Data-Driven Wall-Shear Stress Model for LES Using Gradient Boosted Decision Trees
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2021 |
Radhakrishnan, Sarath |
H3: An Application-Level, Low-Overhead Object Store
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2021 |
Chazapis, Antony |
heimdallr: Improving Compile Time Correctness Checking for Message Passing with Rust
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2021 |
Blesel, Michael |
OmniOpt – A Tool for Hyperparameter Optimization on HPC
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2021 |
Winkler, Peter |
An Operational Data Collecting and Monitoring Platform for Fugaku: System Overviews and Case Studies in the Prelaunch Service Period
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2021 |
Terai, Masaaki |
A Scalable Cloud Deployment Architecture for High-Performance Real-Time Online Applications
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2021 |
Jarrous-Holtrup, Sezar |
Differentiated Performance in NoSQL Database Access for Hybrid Cloud-HPC Workloads
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2021 |
Andreoli, Remo |
Catalyst Revised: Rethinking the ParaView in Situ Analysis and Visualization API
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2021 |
Ayachit, Utkarsh |
Lettuce: PyTorch-Based Lattice Boltzmann Framework
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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 |