@misc{indiciae4fd9a88bb26c, title = {wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation}, author = {Hawks, Benjamin [Fermilab] (ORCID:0000000157000288) and Weitz, Jason [UC, San Diego] (ORCID:0009000463153562) and Demler, Dmitri [UC, San Diego] (ORCID:0009000994539755) and Tame-Narvaez, Karla [Fermilab] (ORCID:0000000222499450) and Plotnikov, Dennis [Johns Hopkins U.] (ORCID:0000000226108226) and Rahimifar, Mohammad Mehdi [Sherbrooke U.] (ORCID:0000000265828322) and Rahali, Hamza Ezzaoui [Sherbrooke U.] (ORCID:000000020352725X) and Therrien, Audrey C. [Sherbrooke U.] (ORCID:0000000166988400) and Sproule, Donovan [Columbia U.] (ORCID:0009000867195769) and Khoda, Elham E. [UC, San Diego] (ORCID:0000000187206615) and Smith, Keegan A. [Texas A-M] (ORCID:0009000406537033) and Marroquin, Russell [UC, San Diego] (ORCID:0000000233647463) and Di Guglielmo, Giuseppe [Fermilab] (ORCID:0000000257491432) and Tran, Nhan [Fermilab] (ORCID:0000000284406854) and Duarte, Javier [UC, San Diego] (ORCID:0000000250767096) and Loncar, Vladimir [CERN] (ORCID:0000000336510232)}, year = {2026}, doi = {10.1145/3787490}, url = {https://www.osti.gov/biblio/3018489}, note = {Source identifier: 3018489} }