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    Using a Genetic Algorithm to Tune a Bounded Weak Echo Region Detection Algorithm 

    Source: Journal of Applied Meteorology:;2000:;volume( 039 ):;issue: 002:;page 222
    Author(s): Lakshmanan, V.
    Publisher: American Meteorological Society
    Abstract: Weather detection algorithms often rely on a simple rule base that is based on several features. Fuzzy logic can be used in the rule base, and the membership functions of the fuzzy sets can be tuned using a search or ...
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    Speeding Up a Large-Scale Filter 

    Source: Journal of Atmospheric and Oceanic Technology:;2000:;volume( 017 ):;issue: 004:;page 468
    Author(s): Lakshmanan, V.
    Publisher: American Meteorological Society
    Abstract: Wolfson et al. introduced a storm tracking algorithm, called the Growth and Decay Storm Tracker, in which the large-scale features were extracted from radar data fields by using an elliptical filter. The elliptical filter ...
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    Data Mining Storm Attributes from Spatial Grids 

    Source: Journal of Atmospheric and Oceanic Technology:;2009:;volume( 026 ):;issue: 011:;page 2353
    Author(s): Lakshmanan, Valliappa; Smith, Travis
    Publisher: American Meteorological Society
    Abstract: A technique to identify storms and capture scalar features within the geographic and temporal extent of the identified storms is described. The identification technique relies on clustering grid points in an observation ...
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    New Design Approach for Computing Peak Dynamic Response of Turbo Generator Pedestals Using Modal Synthesis 

    Source: Practice Periodical on Structural Design and Construction:;2007:;Volume ( 012 ):;issue: 001
    Author(s): N. Lakshmanan; N. Gopalakrishnan
    Publisher: American Society of Civil Engineers
    Abstract: Turbo generator pedestals are one of the critical structures in any power plant complex. Stringent vibration requirements particularly at the bearing locations have been stipulated for proper functioning of turbo generator ...
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    On the Uniqueness of Gandin and Murphy’s Equitable Performance Measures 

    Source: Monthly Weather Review:;1999:;volume( 127 ):;issue: 006:;page 1134
    Author(s): Marzban, Caren; Lakshmanan, V.
    Publisher: American Meteorological Society
    Abstract: Gandin and Murphy (GM) have shown that if a skill score is linear in the scoring matrix, and if the scoring matrix is symmetric, then in the two-event case there exists a unique, ?equitable? skill score, namely, the True ...
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    An Objective Method of Evaluating and Devising Storm-Tracking Algorithms 

    Source: Weather and Forecasting:;2009:;volume( 025 ):;issue: 002:;page 701
    Author(s): Lakshmanan, Valliappa; Smith, Travis
    Publisher: American Meteorological Society
    Abstract: Although storm-tracking algorithms are a key ingredient of nowcasting systems, evaluation of storm-tracking algorithms has been indirect, labor intensive, or nonspecific. A set of easily computable bulk statistics that can ...
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    A Gaussian Mixture Model Approach to Forecast Verification 

    Source: Weather and Forecasting:;2010:;volume( 025 ):;issue: 003:;page 908
    Author(s): Lakshmanan, Valliappa; Kain, John S.
    Publisher: American Meteorological Society
    Abstract: Verification methods for high-resolution forecasts have been based either on filtering or on objects created by thresholding the images. The filtering methods do not easily permit the use of deformation while identifying ...
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    Asymptotical Synchronization of Lur'e Systems Using Network Reliable Control 

    Source: Journal of Dynamic Systems, Measurement, and Control:;2017:;volume( 139 ):;issue: 001:;page 11004
    Author(s): Rakkiyappan, R.; Lakshmanan, S.; Lim, C. P.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper presents the synchronization criteria for two identical delayed chaotic Lur'e systems. Here, we employ network reliable feedback control for achieving synchronization between our considered systems. The advantage ...
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    A Technique to Censor Biological Echoes in Radar Reflectivity Data 

    Source: Journal of Applied Meteorology and Climatology:;2009:;volume( 049 ):;issue: 003:;page 453
    Author(s): Lakshmanan, Valliappa; Zhang, Jian; Howard, Kenneth
    Publisher: American Meteorological Society
    Abstract: Existing techniques of quality control of radar reflectivity data rely on local texture and vertical profiles to discriminate between precipitating echoes and nonprecipitating echoes. Nonprecipitating echoes may be due to ...
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    A Method for Extracting Postevent Storm Tracks 

    Source: Journal of Applied Meteorology and Climatology:;2014:;volume( 054 ):;issue: 002:;page 451
    Author(s): Lakshmanan, Valliappa; Herzog, Benjamin; Kingfield, Darrel
    Publisher: American Meteorological Society
    Abstract: lthough existing algorithms for storm tracking have been designed to operate in real time, they are also commonly used to do postevent data analysis and research. Real-time algorithms cannot use information on the subsequent ...
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