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The Electron-Ion Collider (EIC), a state-of-the-art facility for studying the strong force, is expected to begin commissioning its first experiments in 2028. This is an opportune time for artificial intelligence (AI) to be included from the…

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In next ten years, the Large Hadron Collider will be upgraded to the High Luminosity LHC (HL-LHC), resulting in ten time more integrated luminosity. To withstand the much harsher radiation and occupancy conditions of the HL-LHC, the inner…

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This paper is an update of the survey of AI accelerators and processors from past four years, which is now called the Lincoln AI Computing Survey - LAICS (pronounced "lace"). As in past years, this paper collects and summarizes the current…

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The Compact Linear Collider (CLIC) is a multi-TeV high-luminosity linear e$^+$e$^-$-collider under development by the CLIC accelerator collaboration, hosted by CERN. The CLIC accelerator has been optimised for three energy stages at…

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An increasing number of applications rely on complex inference tasks that are based on machine learning (ML). Currently, there are two options to run such tasks: either they are served directly by the end device (e.g., smartphones, IoT…

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In this manuscript, we provide a summary of accelerator design and the key challenges of the CEPC accelerator, both of which are laid out in detail in the Conceptual Design Report (CDR) released in November 2018. We also outline future…

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A Large Ion Collider Experiment (ALICE) is built to study the properties of the strongly interacting matter created in heavy-ion collisions at the LHC. With the upgrade of its Inner Tracking System (ITS), the ALICE experiment is going to…

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The International Joint Conference on Neural Networks (IJCNN) is the premier international conference in the area of neural networks theory, analysis, and applications. The 2025 edition of the conference comprised 5,526 paper submissions,…

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Calorimeters with silicon detectors have many unique features and are proposed for several world-leading experiments. We describe the R&D program of the large scale detector element with up to 12 000 readout channels for the International…

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Many network applications, e.g., industrial control, demand Ultra-Low Latency (ULL). However, traditional packet networks can only reduce the end-to-end latencies to the order of tens of milliseconds. The IEEE 802.1 Time Sensitive…

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The Nuclotron-base Ion Collider fAcility (NICA) is under construction at the Joint Institute for Nuclear Research (JINR), with commissioning of the facility expected in late 2022. The Multi-Purpose Detector (MPD) has been designed to…

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Guirado , A. V. Guskov , V. Guzey , W. He , L. A. Hernández Rosas , M. Huang , Y. Huang , R. Idczak , D. Idrisov , S. N. Igolkin , M. Ilieva , A. Yu. Isupov , D. Ivanishchev , A. V. Ivanov , O. Ivanytskyi , A. Ivashkin , A. Izvestnyy , E. Jaworska , J. Jiao , I. Kadochnikov , S. I. Kakurin , P. Kankiewicz , M. N. Kapishin , D. Karmanov , N. Karpushkin , L. A. Kartashova , E. Kashirin , G. Kasprowicz , Yu. Kasumov , A. O. Kechechyan , G. D. Kekelidze , V. D. Kekelidze , A. Khanzadeev , P. Kharlamov , O. A. Khilinova , G. G. Khodzhibagiyan , N. Khosravi , A. Khvorostukhin , Y. Khyzhniak , V. Kikvadze , V. A. Kireyeu , Yu. T. Kiryushin , I. S. Kiryutin , A. Kisiel , A. Klyuev , V. Klyukhin , L. Kochenda , O. Kodolova , V. I. Kolesnikov , A. Kolozhvari , V. G. Komarov , V. P. Kondratiev , M. Korolev , V. Korotkikh , D. Kotov , S. Kovalenko , V. N. Kovalenko , S. Kowalski , N. A. Kozlenko , M. Krakowiak , V. A. Kramarenko , L. M. Krasnova , P. Kravchov , Yu. F. Krechetov , I. V. Kruglova , A. V. Krylov , V. Krylov , E. Kryshen , A. Kryukov , A. Kubankin , A. Kugler , M. Kuich , S. I. Kukarnikov , S. N. Kuklin , V. Kukulin , S. Kuleshov , E. A. Kulikov , V. V. Kulikov , A. Kurepin , S. Kushpil , V. S. Kuzmin , J. Kvita , D. Lanskoy , N. A. Lashmanov , M. Ławryńczuk , T. V. Lazareva , R. Lednicky , S. Li , Z. Li , A. G Litvinenko , E. I. Litvinenko , G. N. Litvinova , D. Liu , F. Liu , A. N. Livanov , V. I. Lobanov , Yu. Yu. Lobanov , S. P. Lobastov , I. Lokhtin , P. Lu , Yu. R. Lukstinsh , B. V. Luong , B. Łysakowski , Y. Ma , A. Machavariani , D. T. Madigozhin , B. Maksiak , V. I. Maksimenkova , A. I. Malakhov , M. Malayev , I. Maldonado , J. C. Maldonado , I. V. Malikov , L. Malinina , N. A. Maltsev , N. V. Maria , M. Shopova , M. A. Martemianov , M. Maslan , M. A. Matsyuk , T. Matulewicz , D. G. Melnikov , M. Merkin , S. P. Merts , I. N. Meshkov , S. Mianowski , I. I. Migulina , K. R. Mikhaylov , M. Milewicz-Zalewska , Yu. I. Minaev , N. A. Molokanova , E. Moreno-Barbosa , S. Morozov , A. A. Moshkin , I. V. Moshkovsky , A. E. Moskovsky , S. A. Movchan , A. A. Mudrokh , K. A. Mukhin , Yu. A. Murin , Zh. Zh. Musul'manbekov , V. V. Myalkovsky , D. Myktybekov , L. L. Narvaez Paredes , D. K. Nauruzbaev , E. N. Nazarova , A. V. Nechaevsky , D. G. Nesterov , M. Nie , P. A. Nieto-Marín , G. Nigmatkulov , V. A. Nikitin , M. Nioradze , X. Niu , W. Nowak , L. Nozka , I. A. Oleks , A. G. Olshevsky , O. E. Orlov , P. Parfenov , S. S. Parzhitsky , M. E. Patiño , V. A. Pavlyukevich , V. A. Penkin , V. F. Peresedov , D. Peresunko , D. V. Peshekhonov , V. A. Petrov , S. Petrushanko , O. Petukhov , K. Piasecki , D. V. Pichugina , A. Piloyan , A. V. Pilyar , S. M. Piyadin , S. Plamowski , M. Platonova , J. Pluta , A. E. Potanina , Yu. K. Potrebenikov , K. Poźniak , D. S. Prokhorova , N. A. Prokofiev , F. Protoklitow , A. Prozorov , D. Pszczel , A. M Puchkov , N. Pukhaeva , S. Puławski , A. R. Rakhmatullina , L. F. Rebolledo Herrera , V. Z. Reyna-Ortiz , V. Riabov , Yu. Riabov , N. O. Ridinger , V. Rikhvitsky , M. Rodriguez-Cahuantzi , O. V. Rogachevsky , V. Yu. Rogov , P. Rokita , G. Romanenko , R. Romaniuk , A. Romanova , K. Rosłon , T. Rossler , E. F. Rozas Calderon , I. A. Rufanov , M. M. Rumyantsev , A. Rustamov , A. A. Rybakov , M. Rybczyński , D. Rybka , A. A. Rymshina , J. Rzadkiewicz , Z. Ya. -O. Sadygov , V. A. Samsonov , V. S. Sandul , R. Sattarov , A. A. Savenkov , K. Schmidt , S. S. Seballos , S. A. Sedykh , I. Selyuzhenkov , T. V. Semchukova , A. Yu. Semenov , I. A. Semenova , S. V. Sergeev , N. A. Sergeeva , E. V. Serochkin , A. Yu. Seryakov , A. V. Shabunov , R. Shanidze , L. Shcheglova , B. G. Shchinov , C. Shen , Y. Shen , A. N. Sherbakov , A. D. Sheremetyev , A. I. Sheremetyeva , R. A. Shindin , A. V. Shipunov , M. O. Shitenkov , D. K. Shtejer , U. Shukla , A. A. Shunko , A. V. Shutov , V. B. Shutov , A. O. Sidorin , I. Skwira-Chalot , I. V. Slepnev , V. M. Slepnev , I. P. Slepov , Yu. A. Solnyshkin , A. Solomin , T. Solovyeva , A. S. Sorin , T. Starecki , G. Stefanek , J. Stepaniak , E. A. Streletskaya , M. Strikhanov , T. A. Strizh , A. Strizhak , N. V. Sukhov , S. I. Sukhovarov , X. Sun , N. N. Surkov , D. Suvarieva , V. L. Svalov , L. Świderski , A. Syntfeld-Każuch , T. Szcześniak , J. Szewiński , Z. Tang , A. Taranenko , N. A. Tarasov , V. Tcholakov , G. Tejeda-Muñoz , M. E. Tejeda-Yeomans , A. V. Terletskiy , O. V. Teryaev , V. V. Tikhomirov , A. A. Timoshenko , G. P. Tkachev , V. D. Toneev , N. D. Topilin , T. Traczyk , T. Tretyakova , A. V. Trubnikov , G. V. Trubnikov , I. A. Tyapkin , S. Yu. Udovenko , P. A. Ulloa Poblete , M. Urbaniak , V. Urumov , L. Valenzuela-Cazares , F. F. Valiev , V. A. Vasendina , I. N. Vasiliev , A. Vasilyev , V. V. Vechernin , S. V. Vereshchagin , N. N. Vladimirova , N. V. Vlasov , A. S. Vodopyanov , K. Vokhmyanina , V. Volkov , V. Volkov , O. A. Volodina , A. A. Voronin , V. Voronyuk , F. Wang , J. Wang , X. Wang , Y. Wang , Y. 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