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检索条件"机构=Centre for Computational and Data-Intensive Science and Engineering"
348 条 记 录,以下是61-70 订阅
排序:
Crop Yield Prediction Using Multimodal Meta-Transformer and Temporal Graph Neural Networks
IEEE Transactions on AgriFood Electronics
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IEEE Transactions on AgriFood Electronics 2024年 第2期2卷 545-553页
作者: Sarkar, Somrita Dey, Anamika Pradhan, Ritam Sarkar, Upendra Mohan Chatterjee, Chandranath Mondal, Arijit Mitra, Pabitra Indian Institute of Technology Kharagpur Centre for Computational and Data Sciences Kharagpur721302 India Indian Institute of Technology Kharagpur Department of Industrial and Systems Engineering Kharagpur721302 India Indian Institute of Technology Kharagpur Department of Agricultural and Food Engineering Kharagpur721302 India Indian Institute of Technology Patna Department of Computer Science and Engineering Patna801106 India Indian Institute of Technology Kharagpur Department of Computer Science and Engineering Kharagpur721302 India
Crop yield prediction is a crucial task in agricultural science, involving the classification of potential yield into various levels. This is vital for both farmers and policymakers. The features considered for this t... 详细信息
来源: 评论
Stochastic gradient algorithms from ode splitting perspective
arXiv
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arXiv 2020年
作者: Merkulov, Daniil Oseledets, Ivan Center for Computational and Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Bolshoy Boulevard 30 bld. 1 Moscow121205 Russia
We present a different view on stochastic optimization, which goes back to the splitting schemes for approximate solutions of ODE. In this work, we provide a connection between stochastic gradient descent approach and... 详细信息
来源: 评论
Adaptive algorithm for quantum circuit simulation
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Physical Review A 2020年 第4期101卷 042335-042335页
作者: Roman Schutski Danil Lykov Ivan Oseledets Center for Computational and Data-Intensive Science and Engineering Skoltech Skolkovo Innovation Center Moscow Region 121205 Russian Federation Moscow Institute of Physics and Technology Dolgoprudny Moscow Region 141701 Russian Federation
Efficient simulation of quantum computers is essential for the development and validation of near-term quantum devices and the research on quantum algorithms. Up to date, two main approaches to simulation have been us... 详细信息
来源: 评论
Realizing Body-Machine Interface for Quadrotor Control Through Kalman Filters and Recurrent Neural Network
Realizing Body-Machine Interface for Quadrotor Control Throu...
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International Conference on Emerging Technologies and Factory Automation (ETFA)
作者: Alexander Menshchikov Daniil Lopatkin Evgeny Tsykunov Dzmitry Tsetserukou Andrey Somov Center for Computational and Data-Intensive Science and Engineering (CDISE) Skolkovo Institute of Science and Technology Moscow Russia Space Center Skolkovo Institute of Science and Technology Moscow Russia
Unmanned Aerial Vehicles (UAV) have been recently applied in several various civilian applications. Based on this, there is a growing need for intuitive UAV control interfaces. In this work, we report on the Body-Mach...
来源: 评论
Memory footprint reduction for the FFT-based volume integral equation method via tensor decompositions
arXiv
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arXiv 2018年
作者: Giannakopoulos, Ilias I. Litsarev, Mikhail S. Polimeridis, Athanasios G. Skoltech Center for Computational Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Moscow143026 Russia Q Bio CA94063 United States
We present a method of memory footprint reduction for FFT-based, electromagnetic (EM) volume integral equation (VIE) formulations. The arising Green's function tensors have low multilinear rank, which allows Tucke... 详细信息
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Almost affinely disjoint subspaces
arXiv
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arXiv 2020年
作者: Liu, Hedongliang Polianskii, Nikita Vorobyev, Ilya Wachter-Zeh, Antonia Technical University of Munich Institute for Communications Engineering Munich80333 Germany Skolkovo Institute of Science and Technology Center for Computational and Data-Intensive Science and Engineering Moscow121205 Russia
In this work, we introduce a natural notion concerning finite vector spaces. A family of k-dimensional subspaces of Fnq, which forms a partial spread, is called almost affinely disjoint if any (k + 1)-dimensional subs... 详细信息
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DronePick: Object picking and delivery teleoperation with the drone controlled by a wearable tactile display
arXiv
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arXiv 2019年
作者: Ibrahimov, Roman Tsykunov, Evgeny Shirokun, Vladimir Somov, Andrey Tsetserukou, Dzmitry Intelligent Space Robotics Laboratory Skolkovo Institute of Science and Technology Moscow Russia Center for Computational and Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Moscow Russia
We report on the teleoperation system DronePick which provides remote object picking and delivery by a human-controlled quadcopter. The main novelty of the proposed system is that the human user continuously gets the ... 详细信息
来源: 评论
Optimization-based approach to the calibration of mesoscale mechanical models for carbon nanotube systems
arXiv
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arXiv 2019年
作者: Petrov, Vitaly Ostanin, Igor Zhilyaev, Petr Center for Design Manufacturing and Materials Skolkovo Institute of Science and Technology Moscow Russia Center for Computational and Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Moscow Russia
A new mesoscale mechanical model, describing elastic interactions in carbon nanotubes (CNT) and other nanofilaments, is proposed. Functional form of the developed model is based on enhanced vector model (EVM) that des... 详细信息
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Active Brownian motion in two dimensions under stochastic resetting
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Physical Review E 2020年 第5期102卷 052129-052129页
作者: Vijay Kumar Onkar Sadekar Urna Basu Centre for Computational and Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Nobelya Ulitsa 3 Moscow 121205 Russia Indian Institute of Science Education and Research Homi Bhabha Road Pashan Pune 411008 India Raman Research Institute C. V. Raman Avenue Bengaluru 560080 India
We study the position distribution of an active Brownian particle (ABP) in the presence of stochastic resetting in two spatial dimensions. We consider three different resetting protocols: (1) where both position and o... 详细信息
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Average Age of Information of Irregular Repetition Slotted ALOHA
Average Age of Information of Irregular Repetition Slotted A...
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GLOBECOM 2020 - 2020 IEEE Global Communications Conference
作者: Andrea Munari Alexey Frolov Institute of Communications and Navigation of the German Aerospace Center (DLR) Wessling Germany Center for Computational and Data-Intensive Science and Engineering Skolkovo Institute of Science and Technology Moscow Russia
Flanking traditional metrics such as throughput and reliability, age of information (AoI) is emerging as a fundamental tool to capture the performance of IoT systems. In this context, we focus on a setup in which a la... 详细信息
来源: 评论