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SUMMARY:Porting MADGRAPH to FPGA Using High-Level Synthesis (HLS)
DTSTART;VALUE=DATE-TIME:20250916T092500Z
DTEND;VALUE=DATE-TIME:20250916T094000Z
DTSTAMP;VALUE=DATE-TIME:20260503T064118Z
UID:indico-contribution-28383@indico.ific.uv.es
DESCRIPTION:Speakers: Hector Gutierrez ((Instituto de Física Corpuscular 
 (Universitat de València)))\nThe escalating demand for data processing in
  particle physics research has spurred the exploration of novel technologi
 es to enhance the efficiency and speed of calculations. This study present
 s the development of an implementation of MADGRAPH\, a widely used tool in
  particle collision simulations\, to FPGA using High-Level Synthesis. This
  research presents a proof of concept limited to a single\, relatively sim
 ple process (e+ e- > mu+ mu-). The experimental evaluation methodology is 
 described\, focusing on performance comparison between traditional CPU imp
 lementations\, GPU acceleration\, and the new FPGA approach. This study de
 scribes the complex process of adapting MADGRAPH to FPGA using HLS\, focus
 ing on optimizing algorithms for parallel processing. These advancements c
 ould enable faster execution of complex simulations\, highlighting FPGA's 
 crucial role in advancing particle physics research. The encouraging resul
 ts obtained in this proof of concept prove potential interest in testing t
 he performance of the FPGA implementation of more complex processes.\n\nht
 tps://indico.ific.uv.es/event/8166/contributions/28383/
LOCATION:Universe
URL:https://indico.ific.uv.es/event/8166/contributions/28383/
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