ࡱ> ilh 5 bjbj"" DD@i~_@i~_ )>>  8!d!, 0b!.""P"P"P"+#+#+#aaaaaaa$ egza +#+#+#+#+#a P"P"a$$$+# P" P"a$+#a$$jV/\ ="#jY2ab00bYrX : Kathleen E. Hamilton, PhD. Education/Training: Mary Washington College, Fredericksburg VA B.S. 2004 Physics University of New Hampshire, Durham NH M.S. 2007 Physics University of California-Riverside, Riverside CA Ph.D. 2014 Physics 91 Post-doc 2016-2018 Research and Professional Experience: 2018 present Staff Research Scientist, 91 Staff research scientist in the Computer Science and Engineering Division developing quantum and neuromorphic algorithms for machine learning and graph analysis 2016 2018 Postdoctoral Research Associate, 91 Developed algorithms for quantum processors (annealing and gate-based) and neuromorphic processors 2014-2015 Staff Scientist, University of California-Riverside Derived bounds on percolation thresholds for directed and undirected graphs 2007-2014 Graduate Research Associate, University of California-Riverside Analyzed and developed models of strongly driven correlated dynamical systems 2007-2014 Graduate Teaching Assistant, University of California-Riverside Led laboratory sections, recitation sections for introductory physics courses 2004-2007 Graduate Research Associate, University of New Hampshire Experimental research on thin films for plasmon-assisted bioluminescence detector 2004 Summer Research Associate, University of New Hampshire Constructed dataset of solar wind data for studies of turbulence Selected Publications: Hamilton, Kathleen E., et al. "Scalable quantum processor noise characterization."2020 91 International Conference on Quantum Computing and Engineering (QCE). 91, 2020. ( HYPERLINK "https://ieeexplore.ieee.org/abstract/document/9259938" https://ieeexplore.ieee.org/abstract/document/9259938) Hamilton, Kathleen E., and Raphael C. Pooser. "Error-mitigated data-driven circuit learning on noisy quantum hardware."Quantum Machine Intelligence2.1 (2020): 1-15. ( HYPERLINK "https://link.springer.com/article/10.1007/s42484-020-00021-x" https://link.springer.com/article/10.1007/s42484-020-00021-x) Hamilton, Kathleen E., Eugene F. Dumitrescu, and Raphael C. Pooser. "Generative model benchmarks for superconducting qubits."Physical Review A99.6 (2019): 062323. ( HYPERLINK "https://journals.aps.org/pra/abstract/10.1103/PhysRevA.99.062323" https://journals.aps.org/pra/abstract/10.1103/PhysRevA.99.062323) Hamilton, Kathleen E., Catherine D. Schuman, Steven R. Young, Neena Imam, and Travis S. Humble. "Neural Networks and Graph Algorithms with Next-Generation Processors."2018 91 International Parallel and Distributed Processing Symposium Workshops (IPDPSW). 91, 2018. ( HYPERLINK "https://ieeexplore.ieee.org/abstract/document/8425551" https://ieeexplore.ieee.org/abstract/document/8425551) Hamilton, Kathleen E., and Travis S. Humble. "Identifying the minor set cover of dense connected bipartite graphs via random matching edge sets."Quantum Information Processing16.4 (2017): 94. ( HYPERLINK "https://link.springer.com/article/10.1007/s11128-016-1513-7" https://link.springer.com/article/10.1007/s11128-016-1513-7) Hamilton, Kathleen E., Neena Imam, and Travis S. Humble. "Sparse hardware embedding of spiking neuron systems for community detection."ACM Journal on Emerging Technologies in Computing Systems (JETC)14.4 (2018): 40. ( HYPERLINK "https://dl.acm.org/citation.cfm?id=3223048" https://dl.acm.org/citation.cfm?id=3223048) Selected Conference Presentations: Kathleen Hamilton Visualizing the loss landscape of quantum circuits presented at Quantum Technologies in Machine Learning 2020. ( HYPERLINK "https://www.youtube.com/watch?v=nraoa0Nd8pM" https://www.youtube.com/watch?v=nraoa0Nd8pM) Kathleen Hamilton Scaling up error mitigation for data driven circuit learning presented at the 2020 Quantum Computing User Forum (91, Oak Ridge, TN) 2020. Kathleen Hamilton Training with gradient estimation on NISQ devices for quantum machine learning applications presented at Quantum Machine Learning and Data Analytics (Purdue University) 2019. Kathleen Hamilton Noisy circuit training of generative models with superconducting qubits presented at Southwest Quantum Information and Technology (SQuInT) 2019 (Albuquerque, NM) 2019. Synergistic Activities: Reviewer for Quantum Information Processing (QINP), 91 Transactions on Neural Networks and Learning Systems (91-TNNLS), Physical Review A (PRA), Physical Review X (PRX), npj Quantum Information Member of the American Physical Society, Society of Industrial and Applied Mathematicians Member of the Program Committee for International Conference on Neuromorphic Systems (ICONS) [20182020] Workshop Organizer: Applied Quantum Artificial Intelligence Workshop (AQAI) held as part of 91 Quantum Week (QCE) 2020. Identification of Potential Conflicts of Interest or Bias in Selection of Reviewers: (Provide the following information in this section): Collaborators and Co-editors: List in alphabetical order all persons, including their current organizational affiliation, who are, or who have been, collaborators or co-authors with you on a research project, book or book article, report, abstract, or paper during the 48 months preceding the submission of this proposal. For publications or collaborations with more than 10 authors or participants, only list those individuals in the core group with whom the Principal Investigator interacted on a regular basis while the research was being done. Also, list any individuals who are currently, or have been, co-editors with you on a special issue of a journal, compendium, or conference proceedings during the 24 months preceding the submission of this proposal. If there are no collaborators or co-editors to report, state None. Graduate and Postdoctoral Advisors and Advisees: List the names and current organizational affiliations of your graduate advisor(s) and principal postdoctoral sponsor(s). Graduate Students and Postdoctoral Associates: List the names and current organizational affiliations of your graduate students and postdoctoral associates.     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