Finite-Time Lyapunov Exponent Calculation on FPGA using High-Level Synthesis Tools
<|reference_start|>Finite-Time Lyapunov Exponent Calculation on FPGA using High-Level Synthesis Tools: As Field Programmable Gate Arrays (FPGAs) computing capabilities continue to grow, also does the interest on building scientific accelerators around them. Tools like Xilinx's High-Level Synthesis (HLS) help to bridge the gap between traditional high-level languages such as C and C++, and low-level hardware description languages such as VHDL and Verilog. In this report, we study the implementation of a fluid dynamics application, the Finite-Time Lyapunov Exponent (FTLE) calculation, on FPGA using HLS. We provide speed and resource-consumption results for 2- and 3-dimensional cases.<|reference_end|>
@article{de castro2024finite-time,
    title={Finite-Time Lyapunov Exponent Calculation on FPGA using High-Level
  Synthesis Tools},
    author={Manuel de Castro and Roberto R. Osorio and Francisco J. Andujar and
  Roc'io Carratal'a-S'aez and Yuri Torres and Diego R. Llanos},
    journal={arXiv preprint arXiv:2408.02758},
    year={2024},
    archivePrefix={arXiv},
    eprint={2408.02758},
    primaryClass={cs.AR}
}