@misc{indiciae7c3a3f94688e, title = {hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware}, author = {Schulte, Jan-Frederik and Ramhorst, Benjamin and Sun, Chang and Mitrevski, Jovan and Ghielmetti, Nicolò and Lupi, Enrico and Danopoulos, Dimitrios and Loncar, Vladimir and Duarte, Javier and Burnette, David and Laatu, Lauri and Tzelepis, Stylianos and Axiotis, Konstantinos and Berthet, Quentin and Wang, Haoyan and White, Paul and Demirsoy, Suleyman and Colombo, Marco and Aarrestad, Thea and Summers, Sioni and Pierini, Maurizio and Di Guglielmo, Giuseppe and Ngadiuba, Jennifer and Campos, Javier and Hawks, Ben and Gandrakota, Abhijith and Fahim, Farah and Tran, Nhan and Constantinides, George and Que, Zhiqiang and Luk, Wayne and Tapper, Alexander and Hoang, Duc and Paladino, Noah and Harris, Philip and Lai, Bo-Cheng and Valentin, Manuel and Forelli, Ryan and Ogrenci, Seda and Gerlach, Lino and Flynn, Rian and Liu, Mia and Diaz, Daniel and Khoda, Elham and Quinnan, Melissa and Solares, Russell and Parajuli, Santosh and Neubauer, Mark and Herwig, Christian and Tsoi, Ho Fung and Rankin, Dylan and Hsu, Shih-Chieh and Hauck, Scott}, year = {2025}, doi = {10.48550/arxiv.2512.01463}, url = {https://www.osti.gov/biblio/3022473}, note = {Source identifier: 3022473} }