Laura E. Brown
- Associate Professor, Computer Science
- PhD and MS, Biomedical Informatics, Vanderbilt University
- MSE, Electrical Engineering and Computer Science, University of Michigan
- BS, Engineering, Swarthmore College
Links of Interest
Areas of Expertise
- Artificial Intelligence and Machine Learning
- Data Mining and Data Science
- Applications of AI and ML to Energy (microgrids, power systems), Health, and other domains
- A. Kantamneni, L.E. Brown, G. Parker, W.W. Weaver, "Survey of multi-agent systems for microgrid control", Engineering Applications of Artificial Intelligence, vol 45, pp 192-203, 2015
- I.P. Brown, G. Sizov, L.E. Brown, "Impact of Rotor Design on Interior Permanent Magnet Machines with Concentrated and Distributed Windings for Signal Injection Based Sensorless Control and Power Conversion", IEEE Transaction of Industrial Applications, 2015
- W. Kuang, L. E. Brown, and Z. Wang, "Modeling Cross-Architecture Co-Tenancy Performance Interference", in Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), May 2015.
- W. Kuang, L.E. Brown, Z. Wang, "Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters" in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI'15), Doctoral Consortium, Jan. 2015.
- W. Kuang, L.E. Brown, Z. Wang, "Selective Switching Mechanism in Virtual Machines via Support Vector Machine and Transfer Learning" Machine Learning, July 2014.
- A complete listing of publications is available on my web-page.
- Revolution through Evolution: A Controls Approach to Improve How Society Interacts with Electricity ($699K), National Science Foundation - NSF, PI (coPI: Chee-Wooi Ten, Wayne W. Weaver), 2015-2018. Collaboration with University of New Mexico, Texas Tech University, University of Tennessee-Knoxville, and Fraunhofer CSE (~$2.5M)
- Adaptive Memory Resource Management in a Data Center - A Transfer Learning Approach ($299K), National Science Foundation - NSF, PI (coPI: 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