TY  - RPRT
TI  - hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
AU  - Schulte, Jan-Frederik [Purdue U.] (ORCID:000000034421680X)
AU  - Ramhorst, Benjamin [Zurich, ETH] (ORCID:0000000200261281)
AU  - Sun, Chang [Caltech] (ORCID:000000032774175X)
AU  - Mitrevski, Jovan [Fermilab] (ORCID:0000000190980513)
AU  - Ghielmetti, Nicolò [CERN] (ORCID:0000000246609757)
AU  - Lupi, Enrico [CERN] (ORCID:0009000703298075)
AU  - Danopoulos, Dimitrios [CERN] (ORCID:0000000193275983)
AU  - Lončar, Vladimir [Belgrade, Inst. Phys.; CERN] (ORCID:0000000336510232)
AU  - Duarte, Javier [UC, San Diego (main)] (ORCID:0000000250767096)
AU  - Burnette, David [KETEK, Munich] (ORCID:0009000350332599)
AU  - Laatu, Lauri [Imperial Coll., London] (ORCID:0000000165788618)
AU  - Tzelepis, Stylianos [Natl. Tech. U., Athens] (ORCID:0009000284046630)
AU  - Axiotis, Konstantinos [Geneva U.] (ORCID:0000000336648186)
AU  - Berthet, Quentin [Fribourg U.; Geneva U.] (ORCID:0000000172720013)
AU  - Wang, Haoyan [Altera, UK] (ORCID:0009000787819834)
AU  - White, Paul [Altera, UK] (ORCID:0009000271112029)
AU  - Demirsoy, Suleyman [Altera, UK] (ORCID:0009000658817883)
AU  - Colombo, Marco [LBNL, Berkeley; New York U., CCPP] (ORCID:0009000824462898)
AU  - Aarrestad, Thea Klaeboe [Zurich, ETH] (ORCID:000000027671243X)
AU  - Summers, Sioni [CERN] (ORCID:0000000342442061)
AU  - Pierini, Maurizio [CERN] (ORCID:0000000319394268)
AU  - Di Guglielmo, Giuseppe [Fermilab] (ORCID:0000000257491432)
AU  - Ngadiuba, Jennifer [Fermilab] (ORCID:0000000200552935)
AU  - Campos, Javier [Fermilab] (ORCID:0009000880293267)
AU  - Hawks, Ben [Fermilab] (ORCID:0000000157000288)
AU  - Gandrakota, Abhijith [Fermilab] (ORCID:0000000348603233)
AU  - Fahim, Farah [Fermilab] (ORCID:0000000312521447)
AU  - Tran, Nhan [Fermilab] (ORCID:0000000284406854)
AU  - Constantinides, George A. [Imperial Coll., London] (ORCID:000000020201310X)
AU  - Que, Zhiqiang [Imperial Coll., London] (ORCID:0000000292636529)
AU  - Luk, Wayne [Imperial Coll., London] (ORCID:000000026750927X)
AU  - Tapper, Alexander [Imperial Coll., London] (ORCID:000000034543864X)
AU  - Hoang, Duc [MIT] (ORCID:000000028250870X)
AU  - Paladino, Noah [MIT] (ORCID:000000031225537X)
AU  - Harris, Philip [MIT] (ORCID:0000000181893741)
AU  - Lai, Bo-Cheng [NYCU, Hsinchu] (ORCID:0000000297295196)
AU  - Valentin, Manuel [Northwestern U.] (ORCID:0000000252986225)
AU  - Forelli, Ryan [Northwestern U.] (ORCID:0009000192821150)
AU  - Ogrenci, Seda [Northwestern U.] (ORCID:0000000183279585)
AU  - Gerlach, Lino [Princeton U.] (ORCID:0000000241535541)
AU  - Flynn, Rian Brooks [Purdue U.] (ORCID:0009000616624506)
AU  - Liu, Mia [Purdue U.] (ORCID:000000019012395X)
AU  - Diaz, Daniel [UC, San Diego (main)] (ORCID:0000000168341176)
AU  - Khoda, Elham E. [UC, San Diego (main)] (ORCID:0000000187206615)
AU  - Quinnan, Melissa [UC, San Diego (main)] (ORCID:0000000329025597)
AU  - Marroquin Solares, Russell [UC, San Diego (main)] (ORCID:0000000233647463)
AU  - Parajuli, Santosh [Illinois U., Urbana (main)] (ORCID:0000000314993990)
AU  - Neubauer, Mark S. [Illinois U., Urbana (main)] (ORCID:0000000184349274)
AU  - Herwig, Christian [Michigan U.] (ORCID:0000000242806382)
AU  - Tsoi, Ho Fung [Pennsylvania U.] (ORCID:0000000225502184)
AU  - Rankin, Dylan [Pennsylvania U.] (ORCID:0000000184119620)
AU  - Hsu, Shih-Chieh [Washington U., Seattle] (ORCID:0000000162148500)
AU  - Hauck, Scott [Washington U., Seattle] (ORCID:0000000195160311)
PY  - 2025
UR  - https://www.osti.gov/biblio/3008839
ID  - 3008839
ER  -