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GTC ON-DEMAND

Visualization - In-Situ & Scientific
Presentation
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Simulating What is Measured - Closing the Loop Between Experiment and Simulation
Abstract:

With GPU-accelerated simulations, frames-per-second, in-situ visualization and visual analytics becoming a reality, it increases scalability of codes which allows to reduce the time to obtain a solution significantly. This also makes it possible to run large-scale parameter surveys for optimization. We will present recent activities on integrating complex particle accelerator simulations into a reconstruction loop for matching experimental measurements to simulation. This requires to put simulations in a loop with large-scale data analysis, sythetic diagnostics, image reconstruction techniques and interactive in-situ visualization. We will show how the different building blocks of such a tool chain can be accelerated using GPUs and discuss the combination of these tools.

 
Topics:
Visualization - In-Situ & Scientific, Artificial Intelligence and Deep Learning, Computational Physics, Medical Imaging & Radiology
Type:
Talk
Event:
GTC Silicon Valley
Year:
2015
Session ID:
S5199
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