@ARTICLE{
author={Jiang Zhixing,Yin Dennis,Chen Yihui,Khoda Elham E,Hauck Scott,Hsu Shih Chieh,Govorkova Ekaterina,Harris Philip,Loncar Vladimir,Moreno Eric A},
year={2025},
title={Low latency transformer inference on FPGAs for physics applications with hls4ml},
journal={JOURNAL OF INSTRUMENTATION},
volume={20},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Tsoi Ho Fung,Pol Adrian Alan,Loncar Vladimir,Govorkova Ekaterina,Cranmer Miles,Dasu Sridhara,Elmer Peter,Harris Philip,Ojalvo Isobel,Pierini Maurizio},
year={2024},
title={Symbolic Regression on FPGAs for Fast Machine Learning Inference},
journal={26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023},
volume={295},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pol Adrian Alan,Aarrestad Thea,Govorkova Ekaterina,Halily Roi,Klempner Anat,Kopetz Tal,Loncar Vladimir,Ngadiuba Jennifer,Pierini Maurizio,Sirkin Olya,Summers Sioni},
year={2022},
title={Lightweight jet reconstruction and identification as an object detection task},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={3},
number={2},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Govorkova Ekaterina,Puljak Ema,Aarrestad Thea,James Thomas,Loncar Vladimir,Pierini Maurizio,Pol Adrian Alan,Ghielmetti Nicolo,Graczyk Maksymilian,Summers Sioni,Ngadiuba Jennifer,Nguyen Thong Q,Duarte Javier,Wu Zhenbin},
year={2022},
title={Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider},
journal={NATURE MACHINE INTELLIGENCE},
volume={4},
number={2},
pages={154-+},
document_type={Article},
}