@ARTICLE{
author={Sun Chang,Que Zhiqiang,Loncar Vladimir,Luk Wayne,Spiropulu Maria},
year={2026},
title={da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs},
journal={ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS},
volume={19},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Vaselli Francesco,Sun Chang,Aarrestad Thea,Danopoulos Dimitrios,Oskari Niemi Roope,Mikolaj Glowacki Maciej,Govorkova Katya,Loncar Vladimir,Pantaleo Felice,Pierini Maurizio},
year={2026},
title={It's not a FAD: first demonstration of flows for unsupervised anomaly detection at 40 MHz for use at the Large Hadron Collider},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={7},
number={2},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sun Chang,Que Zhiqiang,Arrestad Thea,Loncar Vladimir,Ngadiuba Jennifer,Luk Wayne,Spiropulu Maria},
year={2026},
title={HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs},
journal={PROCEEDINGS OF THE 2026 ACM/SIGDA INTERNATIONAL SYMPOSIUM ON FIELD PROGRAMMABLE GATE ARRAYS, FPGA 2026},
volume={},
number={},
pages={79-91},
document_type={Proceedings Paper},
} 

@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,Loncar Vladimir,Dasu Sridhara,Harris Philip},
year={2025},
title={SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={6},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Odagiu Patrick,...,Loncar Vladimir,...,(broj koautora 16)},
year={2024},
title={Ultrafast jet classification at the HL-LHC},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={5},
number={3},
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={Ramhorst Benjamin,Loncar Vladimir,Constantinides George A},
year={2023},
title={FPGA Resource-aware Structured Pruning for Real-Time Neural Networks},
journal={2023 INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE TECHNOLOGY, ICFPT},
volume={},
number={},
pages={282-283},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Ghielmetti Nicolo,Loncar Vladimir,Pierini Maurizio,Roed Marcel,Summers Sioni,Aarrestad Thea,Petersson Christoffer,Linander Hampus,Ngadiuba Jennifer,Lin Kelvin,Harris Philip},
year={2022},
title={Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={3},
number={4},
pages={-},
document_type={Article},
} 

@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},
} 

@ARTICLE{
author={Di Guglielmo Giuseppe,...,Loncar Vladimir,...,(broj koautora 18)},
year={2021},
title={A Reconfigurable Neural Network ASIC for Detector Front-End Data Compression at the HL-LHC},
journal={IEEE TRANSACTIONS ON NUCLEAR SCIENCE},
volume={68},
number={8},
pages={2179-2186},
document_type={Article},
} 

@ARTICLE{
author={Aarrestad Thea,Loncar Vladimir,...,(broj koautora 20)},
year={2021},
title={Fast convolutional neural networks on FPGAs with hls4ml},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={2},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Iiyama Yutaro,...,Loncar Vladimir,...,(broj koautora 22)},
year={2021},
title={Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics},
journal={FRONTIERS IN BIG DATA},
volume={3},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Coelho Claudionor N Jr,Kuusela Aki,Li Shan,Zhuang Hao,Ngadiuba Jennifer,Aarrestad Thea Klaeboe,Loncar Vladimir,Pierini Maurizio,Pol Adrian Alan,Summers Sioni},
year={2021},
title={Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors},
journal={NATURE MACHINE INTELLIGENCE},
volume={3},
number={8},
pages={675-+},
document_type={Article},
} 

@ARTICLE{
author={Carminati Federico,Khattak Gulrukh,Loncar Vladimir,Nguyen Thong Q,Pierini Maurizio,Da Rocha Ricardo Brito,Samaras-Tsakiris Konstantinos,Vallecorsa Sofia,Vlimant Jean-Roch},
year={2020},
title={Generative Adversarial Networks for fast simulation},
journal={19TH INTERNATIONAL WORKSHOP ON ADVANCED COMPUTING AND ANALYSIS TECHNIQUES IN PHYSICS RESEARCH},
volume={1525},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Summers Sioni,Di Guglielmo Giuseppe,Duarte J,Harris P,Hoang D,Jindariani S,Kreinar E,Loncar Vladimir,Ngadiuba Jennifer,Pierini Maurizio,Rankin D,Tran N,Wu Z},
year={2020},
title={Fast inference of Boosted Decision Trees in FPGAs for particle physics},
journal={JOURNAL OF INSTRUMENTATION},
volume={15},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Kumar Kishore R,Loncar Vladimir,Muruganandam Paulsamy,Adhikari Sadhan K,Balaz Antun},
year={2019},
title={C and Fortran OpenMP programs for rotating Bose-Einstein condensates},
journal={COMPUTER PHYSICS COMMUNICATIONS},
volume={240},
number={},
pages={74-82},
document_type={Article},
} 

@ARTICLE{
author={Young-S Luis E,Muruganandam Paulsamy,Adhikari Sadhan K,Loncar Vladimir,Vudragovic Dusan,Balaz Antun},
year={2017},
title={OpenMP GNU and Intel Fortran programs for solving the time-dependent Gross-Pitaevskii equation},
journal={COMPUTER PHYSICS COMMUNICATIONS},
volume={220},
number={},
pages={503-506},
document_type={Article},
} 

@ARTICLE{
author={Loncar Vladimir,Young-S Luis E,Skrbic Srdjan M,Muruganandam Paulsamy,Adhikari Sadhan K,Balaz Antun},
year={2016},
title={OpenMP, OpenMP/MPI, and CUDA/MPI C programs for solving the time-dependent dipolar Gross-Pitaevskii equation},
journal={COMPUTER PHYSICS COMMUNICATIONS},
volume={209},
number={},
pages={190-196},
document_type={Article},
} 

@ARTICLE{
author={Loncar Vladimir,Balaz Antun,Bogojevic Aleksandar R,Skrbic Srdjan M,Muruganandam Paulsamy,Adhikari Sadhan K},
year={2016},
title={CUDA programs for solving the time-dependent dipolar Gross-Pitaevskii equation in an anisotropic trap},
journal={COMPUTER PHYSICS COMMUNICATIONS},
volume={200},
number={},
pages={406-410},
document_type={Article},
} 

@ARTICLE{
author={Loncar Vladimir,Skrbic Srdjan M,Balaz Antun},
year={2013},
title={Distributed Memory Parallel Algorithms for Minimum Spanning Trees},
journal={WORLD CONGRESS ON ENGINEERING - WCE 2013, VOL II},
volume={},
number={},
pages={1271-1275},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Loncar Vladimir,Skrbic Srdjan M},
year={2012},
title={Parallel implementation of minimum spanning tree algorithms using MPI},
journal={13TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS (CINTI 2012)},
volume={},
number={},
pages={35-38},
document_type={Proceedings Paper},
}