@article{hls4mlaflexibleopensourceplatformfordeep,
  title = {hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware},
  author = {Jan-Frederik Schulte and Benjamin Ramhorst and Chang Sun and Jovan Mitrevski and Nicolò Ghielmetti and Enrico Lupi and Dimitrios Danopoulos and Vladimir Loncar and Javier Duarte and David Burnette and Lauri Laatu and Stylianos Tzelepis and Konstantinos Axiotis and Quentin Berthet and Haoyan Wang and Paul White and Suleyman Demirsoy and Marco Colombo and Thea Aarrestad and Sioni Summers and Maurizio Pierini and Giuseppe Di Guglielmo and Jennifer Ngadiuba and Javier Campos and Ben Hawks and Abhijith Gandrakota and Farah Fahim and Nhan Tran and George Constantinides and Zhiqiang Que and Wayne Luk and Alexander Tapper and Duc Hoang and Noah Paladino and Philip Harris and Bo-Cheng Lai and Manuel Valentin and Ryan Forelli and Seda Ogrenci and Lino Gerlach and Rian Flynn and Mia Liu and Daniel Diaz and Elham Khoda and Melissa Quinnan and Russell Solares and Santosh Parajuli and Mark Neubauer and Christian Herwig and Ho Fung Tsoi and Dylan Rankin and Shih-Chieh Hsu and Scott Hauck},
  year = {2025},
  eprint = {2512.01463},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.01463},
}