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944Published 2013Table of Contents: “...-- 4.Data Mining: Data-Driven Materials Research -- References -- 2.Data Mining in Materials Science and Engineering / Ya Ju Fan -- 1.Introduction -- 2.Analysis Needs of Science Applications -- 3.The Scientific Data-Mining Process -- 4.Image Analysis -- 5.Dimension Reduction -- 6.Building Predictive and Descriptive Models -- 7.Further Reading -- Acknowledgments -- References -- 3.Novel Approaches to Statistical Learning in Materials Science / T. ...”
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958Published 2020Table of Contents: “...PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction -- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning -- Flexible Data Flow Architecture for Embedded Hardware Accelerators -- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement -- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA -- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation -- Out-of-Core GPU-Accelerated Causal Structure Learning -- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops -- A Solution for High Availability Memory Access -- Verication of Microservices Using Metamorphic Testing -- A New Robust and Reversible Watermarking Technique Based on Erasure Code -- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes -- Automatic Optimization of Python Skeletal Parallel Programs -- Distributed and Parallel and Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks -- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs -- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information -- Which Node Properties Identify the Propagation Source in Networks? ...”
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959Published 2020Table of Contents: “...PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction -- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning -- Flexible Data Flow Architecture for Embedded Hardware Accelerators -- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement -- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA -- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation -- Out-of-Core GPU-Accelerated Causal Structure Learning -- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops -- A Solution for High Availability Memory Access -- Verication of Microservices Using Metamorphic Testing -- A New Robust and Reversible Watermarking Technique Based on Erasure Code -- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes -- Automatic Optimization of Python Skeletal Parallel Programs -- Distributed and Parallel and Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks -- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs -- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information -- Which Node Properties Identify the Propagation Source in Networks? ...”
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