@misc{indiciaeeec6eee8887f, title = {hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware}, author = {Schulte, Jan-Frederik [Purdue U.] (ORCID:000000034421680X) and Ramhorst, Benjamin [Zurich, ETH] (ORCID:0000000200261281) and Sun, Chang [Caltech] (ORCID:000000032774175X) and Mitrevski, Jovan [Fermilab] (ORCID:0000000190980513) and Ghielmetti, Nicolò [CERN] (ORCID:0000000246609757) and Lupi, Enrico [CERN] (ORCID:0009000703298075) and Danopoulos, Dimitrios [CERN] (ORCID:0000000193275983) and Lončar, Vladimir [Belgrade, Inst. Phys.; CERN] (ORCID:0000000336510232) and Duarte, Javier [UC, San Diego (main)] (ORCID:0000000250767096) and Burnette, David [KETEK, Munich] (ORCID:0009000350332599) and Laatu, Lauri [Imperial Coll., London] (ORCID:0000000165788618) and Tzelepis, Stylianos [Natl. Tech. U., Athens] (ORCID:0009000284046630) and Axiotis, Konstantinos [Geneva U.] (ORCID:0000000336648186) and Berthet, Quentin [Fribourg U.; Geneva U.] (ORCID:0000000172720013) and Wang, Haoyan [Altera, UK] (ORCID:0009000787819834) and White, Paul [Altera, UK] (ORCID:0009000271112029) and Demirsoy, Suleyman [Altera, UK] (ORCID:0009000658817883) and Colombo, Marco [LBNL, Berkeley; New York U., CCPP] (ORCID:0009000824462898) and Aarrestad, Thea Klaeboe [Zurich, ETH] (ORCID:000000027671243X) and Summers, Sioni [CERN] (ORCID:0000000342442061) and Pierini, Maurizio [CERN] (ORCID:0000000319394268) and Di Guglielmo, Giuseppe [Fermilab] (ORCID:0000000257491432) and Ngadiuba, Jennifer [Fermilab] (ORCID:0000000200552935) and Campos, Javier [Fermilab] (ORCID:0009000880293267) and Hawks, Ben [Fermilab] (ORCID:0000000157000288) and Gandrakota, Abhijith [Fermilab] (ORCID:0000000348603233) and Fahim, Farah [Fermilab] (ORCID:0000000312521447) and Tran, Nhan [Fermilab] (ORCID:0000000284406854) and Constantinides, George A. [Imperial Coll., London] (ORCID:000000020201310X) and Que, Zhiqiang [Imperial Coll., London] (ORCID:0000000292636529) and Luk, Wayne [Imperial Coll., London] (ORCID:000000026750927X) and Tapper, Alexander [Imperial Coll., London] (ORCID:000000034543864X) and Hoang, Duc [MIT] (ORCID:000000028250870X) and Paladino, Noah [MIT] (ORCID:000000031225537X) and Harris, Philip [MIT] (ORCID:0000000181893741) and Lai, Bo-Cheng [NYCU, Hsinchu] (ORCID:0000000297295196) and Valentin, Manuel [Northwestern U.] (ORCID:0000000252986225) and Forelli, Ryan [Northwestern U.] (ORCID:0009000192821150) and Ogrenci, Seda [Northwestern U.] (ORCID:0000000183279585) and Gerlach, Lino [Princeton U.] (ORCID:0000000241535541) and Flynn, Rian Brooks [Purdue U.] (ORCID:0009000616624506) and Liu, Mia [Purdue U.] (ORCID:000000019012395X) and Diaz, Daniel [UC, San Diego (main)] (ORCID:0000000168341176) and Khoda, Elham E. [UC, San Diego (main)] (ORCID:0000000187206615) and Quinnan, Melissa [UC, San Diego (main)] (ORCID:0000000329025597) and Marroquin Solares, Russell [UC, San Diego (main)] (ORCID:0000000233647463) and Parajuli, Santosh [Illinois U., Urbana (main)] (ORCID:0000000314993990) and Neubauer, Mark S. [Illinois U., Urbana (main)] (ORCID:0000000184349274) and Herwig, Christian [Michigan U.] (ORCID:0000000242806382) and Tsoi, Ho Fung [Pennsylvania U.] (ORCID:0000000225502184) and Rankin, Dylan [Pennsylvania U.] (ORCID:0000000184119620) and Hsu, Shih-Chieh [Washington U., Seattle] (ORCID:0000000162148500) and Hauck, Scott [Washington U., Seattle] (ORCID:0000000195160311)}, year = {2025}, url = {https://www.osti.gov/biblio/3008839}, note = {Source identifier: 3008839} }