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Computer software has been developed that quickly identifies tropical cyclones and their characteristics within the petabytes of model data generated by these efforts8.
Our method was evaluated by two types of model data sets.
For this purpose the Extended Kalman filter is applied for fusion of model data and data acquired through measurements.
A preprocessing and arrangement of model data is introduced to support the node-based parallel computing, which is achieved by one GPU thread per node scheme.
This gives motivation for the presented distributed controller design method which requires communication and the exchange of model data only with direct neighbors.
Each rank also writes pc.nthread pairs of model data files containing mixed ascii and binary data that completely defines the model specification within a thread, The pair of files in each thread are named <gidgroup>_1.dat and <gidgroup>_2.dat where gidgroup is one of the gids in the thread (the files contain data for all the gids in a thread).
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This appraised the overall modelling process as well as the robustness of modelling data associated with a particular gene.
Critical examination of models, data and theory is not a fringe activity.
All major frameworks, hundreds of models, data sets, and many major hardware types are available under it.
These model-building collaborations often lead to new business opportunities (in the form of models, data sets, technology, software, etc).
For the purpose of model-data comparison and for consistency, the modeled results at the corresponding data measurement time were also used in calculating the modeled means.
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