Laura E. Brown

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Artificial Intelligence and Machine Learning
Data Mining and Data Science
Applications of AI and ML to Energy (microgrids, power systems), Health, and other domains

Recent Publications

J. Hiebel, L.E. Brown, Z. Wang, "Machine Learning for Fine-Grained Hardware Prefetcher Control" in Proceedings of the 48th International Conference on Parallel Processing (ICPP), Aug. 2019.
J. Liu, L.E. Brown, "Effect of Forecast Accuracy on Day Ahead Prediction of Five Coincident Peak Days", in Proceedings of 2019 IEEE Innovative Smart Grid Technologies Asia (ISGT Asia), May 2019.
Z. Song, L.E. Brown, "Multi-dimensional Evaluation of Temporal Neural Networks on Solar Irradiance Forecasting”, in Proceedings of 2019 IEEE Innovative Smart Grid Technologies Asia (ISGT Asia), May 2019.
J. Liu, L.E. Brown, "Prediction of Hour of Coincident Daily Peak Load” in Proceedings of 2019 IEEE Power Energy Society Innovative Smart Grid Technologies Conference (ISGT NA), Feb. 2019.
J. Hiebel, L.E. Brown, Z. Wang, "Constructing Dynamic Policies for Paging Mode Selection” in Proceedings of the 47^th International Conference on Parallel Processing (ICPP), Aug. 2018.
L.E. Brown, A. Feltz, C. Wallace, "Lab Exercises for a Discrete Structures Course: Exploring Logic and Relational Algebra with Alloy”, in Proceedings of 23rd Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE), July 2018.
Y. Tang, C.-W. Ten, L.E. Brown, "Switching reconfiguration of fraud detection within an electrical distribution network”, in Proceedings of Resilience Week (RWS), Sept. 2017.
A complete listing of publications is available on my web-page Read More

Recent Funding

Explore Computer Science Research Workshop ($18K), Google, Inc., PI (co-PI: Jean Mayo, Leo Ureel, Linda Ott), 2019-2020.
Explore Computer Science Research Workshop ($35K), Google, Inc., co-PI (PI: Jean Mayo, co-PI: Leo Ureel, Linda Ott), 2018-2019.
Revolution through Evolution: A Controls Approach to Improve How Society Interacts with Electricity ($699K), National Science Foundation - NSF, PI (co-PI: Chee-Wooi Ten, Wayne W. Weaver), 2015-2019. Collaboration with University of New Mexico, Texas Tech University, University of Tennessee-Knoxville, and Fraunhofer CSE (~$2.5M)
Microdevice for Rapid Blood Typing without Reagents and Hematocrit Determination ($300K), National Science Foundation - NSF, STTR - Microdevice Engineering Inc., co-PI, 2016-2019.
Adaptive Memory Resource Management in a Data Center - A Transfer Learning Approach ($299K), National Science Foundation - NSF, PI (co-PI: Zhenlin Wang, Steven Carr), 2014-2017. Collaboration with Western Michigan University ($399K)
Distributed Agent-Based Management of Agile Microgrids (~$1M), US Department of Defense - Army Research Laboratory, co-PI (PI: Gordon Parker, co-PI: Wayne Weaver, Steven Goldsmith), 2013-2017