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个人简介
Professor Salapaka's research can be broadly divided into three areas - (I) one area is nano-biotechnology, where emphasis is on developing frameworks for modeling and analyzing systems at nanoscales, and, developing new instrumentation and methodologies for nano-investigation and nano-manipulation. In particular, his group has made significant contributions in modeling, analysis, and control, thereby enhancing and engendering new capabilities for precision positioning and scanning probe microscopy (SPM). He is leveraging the resulting control systems and instrumentation expertise toward scientific studies, especially studying intracellular protein (e.g. Kinesin and Dynein) motion. (II) Another broad area of his research is classification, clustering, and aggregation of large data sets, where he is developing frameworks for designing algorithms to efficiently solve the underlying combinatorial optimization problems. In particular, his research group is making significant contributions to drug-selection problems in combinatorial drug discovery, dynamic coverage problems in sensor networks, and coverage-cum-routing problems in flexible communication and transportation networks, dynamic network-reduction problems in neuroscience, and model reduction of large parametric models, aggregation of weighted directed graphs and Markov chains. Related optimization problems have non convex cost functions that are riddled with multiple local minima, and are proved to be computationally complex (NP-hard). (III) More recently he is working on power systems and control , where he is applying modern systems techniques for developing control of power-grid/ power electronics technologies. This research aims in comprehensive technology for developing and implementing smart-grid technologies capable of harnessing much more power from renewable (though) uncertain power sources while guaranteeing grid stability and satisfying economic power sharing constraints.
List of Teachers Ranked Excellent by their Students, Spring 2019
List of Teachers Ranked Excellent by their Students, Fall 2018
List of Teachers Ranked Excellent by their Students, Fall 2016
List of Teachers Ranked Excellent by their Students, Spring 2016
Research Honors
Plenary/Keynote Speaker in 28th International Conference and Expo on Nanoscience and Technology, lecture titled "Micro/Nanoscale Research: A Control Systems Viewpoint", Barcelona, Spain, November 26, 2018.
Plenary Speaker at the International Conference in Nonlinear Problems in Aviation and Aerospace (ICNPAA) lecture titled "Combinatorial Optimization Problems on Networks: A Maximum-Entropy-Principle Based Framework", July 03, 2018.
National Science Foundation CAREER Award, 2005
Other Honors
ASME Fellow (April, 2015)
Engineering Council for Excellence in Advising (April, 2013)
研究兴趣
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AIAA SCITECH 2024 Forum (2024)
ACCpp.692-697, (2023)
CoRR (2023)
2023 AMERICAN CONTROL CONFERENCE, ACCpp.3827-3832, (2023)
CoRRno. 99 (2023): 1-17
CoRR (2023)
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Journal of Micromanufacturing (2022)
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