Výsledky vyhľadávania - I.6.6 [Computing Methodologies]: Simulation AND modeling-Simulation Output Analysis~

Extracting Features from Time-Dependent Vector Fields Using Internal Reference Frames Autor Bhatia, H., Pascucci, V., Kirby, R. M., Bremer, P.-T.

“…Extracting features from complex, time‐dependent flow fields remains a significant challenge despite substantial research efforts, especially because most flow…”
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In situ generated probability distribution functions for interactive post hoc visualization and analysis Autor Ye, Yucong Chris, Neuroth, Tyson, Sauer, Franz, Kwan-Liu Ma, Borghesi, Giulio, Konduri, Aditya, Kolla, Hemanth, Chen, Jacqueline

“…The growing power and capacity of supercomputers enable scientific simulations at extreme scale, leading to not only more accurate modeling and greater predictive ability but also massive quantities of data to analyze…”
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A statistics-based dimension reduction of the space of path line attributes for interactive visual flow analysis Autor Pobitzer, A., Lez, A., Matkovic, K., Hauser, H.

“…Recent work has shown the great potential of interactive flow analysis by the analysis of path lines…”
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Using feature importance metrics to detect events of interest in scientific computing applications Autor Ling, Julia, Kegelmeyer, W. Philip, Aditya, Konduri, Kolla, Hemanth, Reed, Kevin A., Shead, Timothy M., Davis, Warren L.

“…With current high performance scientific computing workflows, data are typically recorded at regular intervals spaced several hundred time steps apart…”
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VFire: Virtual Fire in Realistic Environments Autor Hoang, Roger V., Mahsman, Joseph D., Brown, David T., Penick, Michael A., Harris, Frederick C., Brown, Timothy J.

“…The destructive capacity of wildfires and the dangers and limitations associated with observing actual wildfires has led researchers to develop mathematical…”
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Heterogeneity-based guidance for exploring multiscale data in systems biology Autor Luboschik, M., Maus, C., Schulz, H., Schumann, H., Uhrmacher, A.

“…In systems biology, analyzing simulation trajectories at multiple scales is a common approach when subtle, detailed behavior and fundamental, overall behavior of a modeled system are to be investigated at the same time…”
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