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@@ -5,12 +5,12 @@ PyFTLE3D: Research Toolkit for 3D Lagrangian coherent structures with GUI
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PyFTLE3D is a Python-based research toolkit for computing and visualizing
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Lagrangian coherent structures (LCS) in three-dimensional fluid flows and other complex systems by computing Finite Time Lyapunov Exponent.
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Coming with GUI and integrated environment, it is designed to be user-friendly and accessible, allowing peers to easily analyze and visualize LCS in their data
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Coming with GUI and integrated runtime, it is designed to be user-friendly and accessible, allowing peers to easily analyze and visualize LCS in their data
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with multiple OOTB numerical methods, with various computation density, accuracy, and focus preferences,
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with no need for researchers to have any programming knowledge.
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Certainly, it is also suitable for those with programming experience who want to customize their analysis.
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The computation is accelerated by CUDA (Python Numba), the NVIDIA treasure, achieving over 30x speedup compared to the CPU version.
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The computation is accelerated by CUDA (Python Numba implement), achieving over 30x speedup compared to the CPU version.
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The author currently lacks the capability to develop with OpenCL, so for now only NVIDIA GPUs are supported for acceleration.
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As most of computers have larger RAM than GPU memory, the toolkit also supports CPU mode for large datasets on CPU systems.
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Although, the new features would firstly be added to the GPU version, and the CPU version would be updated with month-scale delay.

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