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Search indexed NASA NTRS and DOE OSTI research on propulsion, heat transfer, battery materials and energy systems. Follow report and document links to the original sources.
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Learning Knowledge Graph Hierarchies for Improving Few-Shot Classification
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Interrogating Paradigms in Self-supervised Graph Representation Learning
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Understanding Limitations of Unsupervised Graph Representation Learning from a Data-Dependent Perspective
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Towards Distributed 2-Approximation Steiner Minimal Trees in Billion-edge Graphs
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Learning Algebraic Multigrid Prolongation with Residual Graph Neural Networks.
Abstract not provided.
Semi-Supervised Graph Structure Learning on Neuromorphic Computers
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HETEROGENEOUS GRAPH ATTENTION NETWORKS FOR LEARNING DIVERSE COMMUNICATION.
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Exploring the Performance of a Graph Hitting Time Algorithm Implemented Using Chapel.
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Domain-Centered Support for Layout, Tasks, and Specification for Control Flow Graph Visualization
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Implicit Graph Neural Networks: A Monotone Operator Viewpoint
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SONET++: A Knowledge Graph of Geographic Categories based on OSM Tag Representation
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Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators.
Abstract not provided.
Parallel Coarsening of Graph Data with Spectral Guarantees.
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Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management.
Abstract not provided.