Accelerating Scientific Model Optimization with a Pipelined FPGA-Based Differential Evolution Engine [Poster]

Simple item page
UDC.coleccionInvestigación
UDC.conferenceTitleFCCM 2025
UDC.departamentoEnxeñaría de Computadores
UDC.grupoInvGrupo de Arquitectura de Computadores (GAC)
UDC.institutoCentroCITIC - Centro de Investigación de Tecnoloxías da Información e da Comunicación
dc.contributor.authorCastro, Manuel de
dc.contributor.authorOsorio, Roberto
dc.contributor.authorTorres, Yuri
dc.contributor.authorLlanos, Diego R.
dc.date.accessioned2026-04-29T09:56:28Z
dc.date.available2026-04-29T09:56:28Z
dc.date.issued2025-05
dc.descriptionPoster presented at 2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 04-07 May 2025, Fayetteville, AR, USA. https://www.fccm.org/poster-list-2025/ No mesmo simposio presentáronse traballo e poster.
dc.description.sponsorshipThis work was supported by Spanish MICIU and the ERDF Program of the EU, (NATASHA Project, Grant PID2022-142292NB-I00); by Junta de Castilla y León-FEDER Grants, (PROPHET-2 Project), Junta de Castilla y León, Spain under Grant VA226P20; by MCIN/AEI/10.13039/ 501100011033 through “European Union NextGenerationEU/PRTR,” (Grant TED2021–130367B–I00); and by MCIN/AEI/10.13039/501100011033 through the ERDF Program of the EU (Grant PID2022-136435NB-I00). Manuel de Castro was supported by Spanish MICIU through Ayudas para la Formación de Profesorado Universitario FPU 2022. This research was supported by grants from NVIDIA (A100). The authors would like to thank Sergio Alonso Pascual for his help developing the GPU software used.
dc.description.sponsorshipJunta de Castilla y León; VA226P20
dc.identifier.citationM. de Castro, R. R. Osorio, Y. Torres and D. R. Llanos, "Accelerating Scientific Model Optimization with a Pipelined FPGA-Based Differential Evolution Engine" [Poster], 2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), Fayetteville, AR, USA, 2025.
dc.identifier.urihttps://hdl.handle.net/2183/48136
dc.language.isoeng
dc.publisherIEEE
dc.relation.isversionofM. de Castro, R. R. Osorio, Y. Torres and D. R. Llanos, "Accelerating Scientific Model Optimization with a Pipelined FPGA-Based Differential Evolution Engine", 2025 IEEE 33rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), Fayetteville, AR, USA, 2025, pp. 283-283, doi: 10.1109/FCCM62733.2025.00055.
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-142292NB-I00/ES/NUEVAS TECNOLOGIAS AVANZADAS PARA ADAPTAR APLICACIONES CIENTIFICAS PARA SU EJECUCION EN ARQUITECTURAS HETEROGENEAS
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2024/TED2021-130367B-I00/ES/MONITORIZACION DIGITAL RAPIDA DE ECOSISTEMAS FLUVIALES
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-136435NB-I00/ES/ARQUITECTURAS, FRAMEWORKS Y APLICACIONES DE LA COMPUTACION DE ALTAS PRESTACIONES
dc.rights© 2025
dc.rights.accessRightsopen access
dc.subjectDiferential evolution
dc.subjectFPGA
dc.subjectNumerical integration
dc.subjectScientific Model Optimization
dc.titleAccelerating Scientific Model Optimization with a Pipelined FPGA-Based Differential Evolution Engine [Poster]
dc.typeconference output
dspace.entity.typePublication
relation.isAuthorOfPublicationeac2943b-5be2-46e9-9816-09ae10df6b76
relation.isAuthorOfPublication.latestForDiscoveryeac2943b-5be2-46e9-9816-09ae10df6b76

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Osorio_RobertoR_2025_Poster_Accelerating_Scientific_Model_Optimization.pdf
Size:
513.85 KB
Format:
Adobe Portable Document Format
Download

Collections

Investigación (FIC)