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12/21/2022
Scalable Hybrid Learning Techniques for Scientific Data Compression
Data compression is becoming critical for storing scientific data becaus...
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07/15/2021
Improving I/O Performance for Exascale Applications through Online Data Layout Reorganization
The applications being developed within the U.S. Exascale Computing Proj...
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07/13/2021
Transitioning from file-based HPC workflows to streaming data pipelines with openPMD and ADIOS2
This paper aims to create a transition path from file-based IO to stream...
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05/26/2021
Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs
Rapid growth in scientific data and a widening gap between computational...
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10/12/2020
MGARD+: Optimizing Multilevel Methods for Error-bounded Scientific Data Reduction
Data management is becoming increasingly important in dealing with the l...
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07/08/2020
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs
Rapid growth in scientific data and a widening gap between computational...
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05/11/2020
Towards 1ULP evaluation of Daubechies Wavelets
We present algorithms to numerically evaluate Daubechies wavelets and sc...
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06/01/2017