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Embedded Ensemble Propagation for Improving Performance, Portability and Scalability of Uncertainty Quantification on Emerging Computational Architectures.

, , , , , and . CoRR, (2015)

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Sparse Matrix-Matrix Multiplication on Multilevel Memory Architectures : Algorithms and Experiments., , , and . CoRR, (2018)Scalable Inference for Sparse Deep Neural Networks using Kokkos Kernels., and . HPEC, page 1-7. IEEE, (2019)Geometric Mapping of Tasks to Processors on Parallel Computers with Mesh or Torus Networks., , , , , and . IEEE Trans. Parallel Distributed Syst., 30 (9): 2018-2032 (2019)A distributed-memory hierarchical solver for general sparse linear systems., , , , and . Parallel Comput., (2018)A Hybrid Approach for Parallel Transistor-Level Full-Chip Circuit Simulation., and . VECPAR, volume 8969 of Lecture Notes in Computer Science, page 102-111. Springer, (2014)A Taxonomy for Classification and Comparison of Dataflows for GNN Accelerators., , , , , , , , , and 1 other author(s). CoRR, (2021)A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic., , , , , , , , , and 15 other author(s). CoRR, (2020)Enabling Flexibility for Sparse Tensor Acceleration via Heterogeneity., , , , , , , and . CoRR, (2022)Partitioning Trillion-Edge Graphs., , , and . Massive Graph Analytics, Chapman and Hall/CRC, (2022)Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators., , , , , , , and . PACT, page 30-44. IEEE, (2021)