@misc{indiciae9d5b62db2866, title = {wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation}, author = {Hawks, Benjamin G. [Fermilab] and Weitz, Jason [UC, San Diego] and Demler, Dmitri [UC, San Diego] and Tame-Narvaez, Karla Maria [Fermilab] and Plotnikov, Dennis [Johns Hopkins U.] and Rahimifar, Mohammad Mehdi [Sherbrooke U.] and Rahali, Hamza Ezzaoui [Sherbrooke U.] and Therrien, Audrey Corbeil [Sherbrooke U.] and Sproule, Donovan [Columbia U.] and Khoda, Elham E. [UC, San Diego] and Smith, Keegan A. and Marroquin, Russell [UC, San Diego] and Di Guglielmo, Giuseppe [Fermilab] and Tran, Nhan Viet [Fermilab] and Duarte, Javier Mauricio [UC, San Diego] and Loncar, Vladimir [CERN]}, year = {2025}, doi = {10.2172/2998405}, url = {https://www.osti.gov/biblio/2998405}, note = {Source identifier: 2998405} }