Autori: Loncar Vladimir
| Naslov | PQuantML: a tool for end-to-end hardware-aware model compression (Article) |
| Autori | Niemi Roope Petrovych Anastasiia Ranjan Das Arghya Lupi Enrico Sun Chang Danopoulos Dimitrios Joshua Helbing Marlon Liu Mia Dittmeier Sebastian Kagan Michael Loncar Vladimir Pierini Maurizio |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2026), vol. 7 br. 5, str. - |
| Projekat | Eric & Wendy Schmidt Fund for Strategic Innovation [SIF-2023-004]; SLAC National Accelerator Laboratory [DE-AC02-76SF00515] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: |
| Naslov | hls4ml: A Flexible, Open Source Platform for Deep Learning Acceleration on Reconfigurable Hardware (Article) |
| Autori | ... Loncar Vladimir ... (broj koautora 53) |
| Info | ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, (2026), vol. 19 br. 2, str. - |
| Projekat | Accelerated AI Algorithms for Data-Driven Discovery (A3D3) Institute under U.S. National Science Foundation (NSF) [PHY-2117997]; FermiForward Discovery Group, LLC [89243024CSC000002]; U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics [ST/W000636/1]; Science and Technology Facilities Council (STFC) [ST/W000636/1]; EPSRC [UKRI256, EP/V028251/1, EP/N031768/1, EP/S030069/1, EP/X036006/1]; Eric & Wendy Schmidt Fund for Strategic Innovation through the CERN Next Generation Triggers project [SIF-2023-004]; European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program [2303700, DE-SC0025324]; DOE ASRSP GCFA Grant [SP0062070]; NSF POSE Phase II Award [2303700]; DOE, Office of Science, Office of High Energy Physics Early Career Research program [DE-SC0025324, DE-SC0021187]; Research Corporation for Science Advancement (RCSA) [CS-CSA-2023-109]; Alfred P. Sloan Foundation [FG-2023-20452]; U.S. Department of Energy, Office of Science, Office of High Energy Physics [DE-SC0023365]; NSF ACCESS [PHY240298]; DOE, Office of Science, Office of High Energy Physics [DE-SC0023365, DE-SC0011925]; DOE Office of Science, Office of High Energy Physics "Designing efficient edge AI with physics phenomena" Project [DE-FOA-0002705]; Swiss National Science Foundation [PZ00P2_201594]; Ryan Fellowship; International Institute for Nanotechnology at Northwestern University; Swiss National Science Foundation (SNF) [PZ00P2_201594] Funding Source: Swiss National Science Foundation (SNF) |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science |
| Naslov | Parallel Algorithm for Solving Dipolar Gross-Pitaevskii Equation (Proceedings Paper) |
| Autori | Vudragovic Dusan Loncar Vladimir Balaz Antun |
| Info | LARGE-SCALE SCIENTIFIC COMPUTATIONS, LSSC 2025, (2026), vol. 16061 br. , str. 444-451 |
| Projekat | Institute of Physics Belgrade from the Ministry of Science, Technological Development, and Innovations of the Republic of Serbia; EuroHPC Joint Undertaking through the EuroCC4SEE project [101191697] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: |
| Naslov | da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs (Article) |
| Autori | Sun Chang Que Zhiqiang Loncar Vladimir Luk Wayne Spiropulu Maria |
| Info | ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, (2026), vol. 19 br. 1, str. - |
| Projekat | U.S. Department of Energy (DOE) , Office of Science, Office of High Energy Physics [DE-SC0011925]; NSF ACCESS [PHY240298]; United Kingdom EPSRC [UKRI256, EP/V028251/1, EP/N031768/1, EP/S030069/1, EP/X036006/1]; Eric & Wendy Schmidt Fund for Strategic Innovation through the CERN Next Generation Triggers project [SIF-2023-004] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | It's not a FAD: first demonstration of flows for unsupervised anomaly detection at 40 MHz for use at the Large Hadron Collider (Article) |
| Autori | Vaselli Francesco Sun Chang Aarrestad Thea Danopoulos Dimitrios Oskari Niemi Roope Mikolaj Glowacki Maciej Govorkova Katya Loncar Vladimir Pantaleo Felice Pierini Maurizio |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2026), vol. 7 br. 2, str. - |
| Projekat | NSF [PHY240298]; Eric & Wendy Schmidt Fund for Strategic Innovation [SIF-2023-004]; U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics [DE-SC0011925]; Open Access Publishing Fund of the Scuola Normale Superiore |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs (Proceedings Paper) |
| Autori | Sun Chang Que Zhiqiang Arrestad Thea Loncar Vladimir Ngadiuba Jennifer Luk Wayne Spiropulu Maria |
| Info | PROCEEDINGS OF THE 2026 ACM/SIGDA INTERNATIONAL SYMPOSIUM ON FIELD PROGRAMMABLE GATE ARRAYS, FPGA 2026, (2026), vol. br. , str. 79-91 |
| Projekat | United States DoE [DE-SC0011925, DE-FOA-0002705]; NSF [PHY240298, PHY2117997]; United Kingdom EPSRC [UKRI256, EP/V028251/1, EP/N031768/1, EP/S030069/1, EP/X036006/1]; Swiss NSF [PZ00P2_201594]; Schmidt Futures [G-23-64934]; KIAT; Intel; AMD; Caltech Danny Koh graduate student scholarship; ETH/Guenther Dissertori |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Low latency transformer inference on FPGAs for physics applications with hls4ml (Article) |
| Autori | Jiang Zhixing Yin Dennis Chen Yihui Khoda Elham E Hauck Scott Hsu Shih Chieh Govorkova Ekaterina Harris Philip Loncar Vladimir Moreno Eric A |
| Info | JOURNAL OF INSTRUMENTATION, (2025), vol. 20 br. 4, str. - |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression (Article) |
| Autori | Tsoi Ho Fung Loncar Vladimir Dasu Sridhara Harris Philip |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2025), vol. 6 br. 1, str. - |
| Projekat | High Energy Physicshttp://dx.doi.org/10.13039/100006208 [DE-SC0017647]; U S Department of Energy [A3D3]; NSF Institute for Accelerated AI Algorithms for Data-Driven Discovery [PHY-2117997]; NSF [PHY-2019786]; Institute for Artificial Intelligence and Fundamental Interactions (IAIFI), under the NSF |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Ultrafast jet classification at the HL-LHC (Article) |
| Autori | Odagiu Patrick ... Loncar Vladimir ... (broj koautora 16) |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2024), vol. 5 br. 3, str. - |
| Projekat | NSF; Swiss National Science Foundation [PZ00P2_201594]; European Research Council (ERC) under the European Union [966696]; U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics Early Career Research program [DE-SC0021187]; CAPES; CNPq; FAPERJ; Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) [EXC 2121, 390833306]; Fermi Research Alliance, LLC [DE-AC02-07CH11359]; Department of Energy (DOE), Office of Science, Office of High Energy Physics; U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics 'Designing efficient edge AI with physics phenomena' Project [DE-FOA-0002705]; United Kingdom EPSRC [EP/V028251/1, EP/L016796/1, EP/N031768/1, EP/P010040/1, EP/S030069/1] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Symbolic Regression on FPGAs for Fast Machine Learning Inference (Proceedings Paper) |
| Autori | Tsoi Ho Fung Pol Adrian Alan Loncar Vladimir Govorkova Ekaterina Cranmer Miles Dasu Sridhara Elmer Peter Harris Philip Ojalvo Isobel Pierini Maurizio |
| Info | 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023, (2024), vol. 295 br. , str. - |
| Projekat | U.S. Department of Energy [DE-SC0017647]; Eric and Wendy Schmidt Transformative Technology Fund [A3D3, NSF 2117997]; European Research Council (ERC) under the European Union [772369] |
| Ispravka | ISI/Web of Science Članak Elečas |
