Kathleen Hamilton Research Staff Contact HAMILTONKE@ORNL.GOV All Publications Characterizing Quantum Classifier Utility in Natural Language Processing Workflows Unsupervised quantum circuit learning in high energy physics Quantum Machine Learning Applications in High-Energy Physics A Review of Non-Cognitive Applications for Neuromorphic Computing Mode connectivity in the loss landscape of parameterized quantum circuits... Quantum Computing Systems and Software for High-energy Physics Research Mode connectivity in the QCBM loss landscape: ICCAD Special Session Paper Scalable quantum processor noise characterization Modeling epidemic spread with spike-based models Spike-based graph centrality measures Error-mitigated data-driven circuit learning on noisy quantum hardware... Accelerating Scientific Computing in the Post-Moore’s Era Generative model benchmarks for superconducting qubits Shortest Path and Neighborhood Subgraph Extraction on a Spiking Memristive Neuromorphic Implementation Sparse Hardware Embedding of Spiking Neuron Systems for Community Detection Towards adaptive spiking label propagation Towards adaptive spiking label propagation Neural Networks and Graph Algorithms with Next-Generation Processors... Recall Performance for Content-addressable Memory Using Adiabatic Quantum Optimization Community detection with spiking neural networks for neuromorphic hardware Identifying the minor set cover of dense connected bipartite graphs via random matching edge sets... Identifying the minor set cover of dense connected bipartite graphs via random matching edge sets Key Links Curriculum Vitae Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Quantum Information Science Section Quantum Computational Science Group
