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检索条件"机构=Program in Computer Science and Division of Applied Mathematics"
1692 条 记 录,以下是101-110 订阅
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Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning
arXiv
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arXiv 2024年
作者: Shah, Ashka DePavia, Adela Hudson, Nathaniel Foster, Ian Stevens, Rick Department of Computer Science University of Chicago ChicagoIL United States Committee on Computational and Applied Mathematics University of Chicago ChicagoIL United States Data Science and Learning Division Argonne National Laboratory LemontIL United States
The aim in many sciences is to understand the mechanisms that underlie the observed distribution of variables, starting from a set of initial hypotheses. Causal discovery allows us to infer mechanisms as sets of cause...
来源: 评论
UAV-Aided Data Acquisition Using Gaining-Sharing Knowledge Optimization Algorithm
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computers, Materials & Continua 2022年 第9期72卷 5999-6013页
作者: Rania M Tawfik Hazem A.A.Nomer M.Saeed Darweesh Ali Wagdy Mohamed Hassan Mostafa Wireless Intelligent Networks Center(WINC) School of Engineering and Applied SciencesNile UniversityGiza12677Egypt School of Information Technology and Computer Science(ITCS) Nile UniversityGiza12677Egypt Operations Research Department Faculty of Graduate Studies for Statistical ResearchCairo UniversityGiza12613Egypt Department of Mathematics and Actuarial Science School of Science and EngineeringThe American University in CairoEgypt Electronics and Communications Engineering Department Cairo UniversityEgypt University of Science and Technology Nanotechnology and Nanoelectronics ProgramZewal City of Science and TechnologyOctober Gardens6th of OctoberGiza12578Egypt
Unmanned Aerial Vehicles(UAVs)provide a reliable and energyefficient solution for data collection from the Narrowband Internet of Things(NB-IoT)***,the UAV’s deployment optimization,including locations of the UAV’s ... 详细信息
来源: 评论
Antithetic Multilevel Methods for Elliptic and Hypo-Elliptic Diffusions with Applications
arXiv
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arXiv 2024年
作者: Iguchi, Yuga Jasra, Ajay Maama, Mohamed Beskos, Alexandros Department of Statistical Science University College London LondonWC1E 6BT United Kingdom School of Data Science The Chinese University of Hong Kong Shenzhen China Applied Mathematics and Computational Science Program Computer Electrical and Mathematical Sciences and Engineering Division King Abdullah University of Science and Technology Thuwal23955-6900 Saudi Arabia
In this paper we present a new antithetic multilevel Monte Carlo (MLMC) method for the estimation of expectations with respect to laws of diffusion processes that can be elliptic or hypo-elliptic. In particular, we co... 详细信息
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SoK: On Finding Common Ground in Loss Landscapes Using Deep Model Merging Techniques
arXiv
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arXiv 2024年
作者: Khan, Arham Nief, Todd Hudson, Nathaniel Sakarvadia, Mansi Grzenda, Daniel Ajith, Aswathy Pettyjohn, Jordan Chard, Kyle Foster, Ian Department of Computer Science University of Chicago ChicagoIL United States Data Science & Learning Division Argonne National Laboratory LemontIL United States Department of Applied Mathematics and Statistics Colorado School of Mines GoldenCO United States
Understanding neural networks is crucial to creating reliable and trustworthy deep learning models. Most contemporary research in interpretability analyzes just one model at a time via causal intervention or activatio... 详细信息
来源: 评论
Bias-Variance Trade-off in Physics-Informed Neural Networks with Randomized Smoothing for High-Dimensional PDEs
arXiv
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arXiv 2023年
作者: Hu, Zheyuan Yang, Zhouhao Wang, Yezhen Karniadakis, George Em Kawaguchi, Kenji Division of Applied Mathematics Brown University ProvidenceRI02912 United States Department of Computer Science National University of Singapore Singapore119077 Singapore Advanced Computing Mathematics and Data Division Pacific Northwest National Laboratory RichlandWA United States
Physics-Informed Neural Networks (PINNs) have triggered a paradigm shift in scientific computing, leveraging mesh-free properties and robust approximation capabilities. While proving effective for low-dimensional part... 详细信息
来源: 评论
Butterfly-Accelerated Solution of Coupled Volume Integral and Hydrodynamic Equations
Butterfly-Accelerated Solution of Coupled Volume Integral an...
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USNC-URSI Radio science Meeting (Joint with AP-S Symposium)
作者: Doolos Aibek Uulu Yang Liu Abdulkadir C. Yucel Hakan Bagci Department of Mathematics and Natural Sciences University of Central Asia (UCA) Naryn Kyrgyzstan Applied Mathematics & Computational Research Division Lawrence Berkeley National Laboratory Berkeley USA School of Electrical and Electronic Engineering Nanyang Technological University (NTU) Singapore Computer Electrical and Mathematical Science and Engineering Division King Abdullah University of Science and Technology (KAUST) Thuwal Saudi Arabia
In recent years, advancements in plasmonic devices have enabled the localization of electromagnetic fields at subwavelength scales, contributing to breakthroughs in various scientific and engineering fields (J. C. Ndu... 详细信息
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Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks
arXiv
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arXiv 2023年
作者: Hu, Zheyuan Shi, Zekun Karniadakis, George Em Kawaguchi, Kenji Department of Computer Science National University of Singapore Singapore119077 Singapore Division of Applied Mathematics Brown University ProvidenceRI02912 United States Advanced Computing Mathematics and Data Division Pacific Northwest National Laboratory RichlandWA United States
Physics-Informed Neural Networks (PINNs) have proven effective in solving partial differential equations (PDEs), especially when some data are available by seamlessly blending data and physics. However, extending PINN... 详细信息
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Importance of kernel bandwidth in quantum machine learning
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Physical Review A 2022年 第4期106卷 042407-042407页
作者: Ruslan Shaydulin Stefan M. Wild Global Technology Applied Research JPMorgan Chase New York New York 10017 USA Mathematics and Computer Science Division Argonne National Laboratory Lemont Illinois 60439 USA
Quantum kernel methods are considered a promising avenue for applying quantum computers to machine learning problems. Identifying hyperparameters controlling the inductive bias of quantum machine learning models is ex... 详细信息
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Cross-system biological image quality enhancement based on the generative adversarial network as a foundation for establishing a multi-institute microscopy cooperative network
arXiv
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arXiv 2024年
作者: Panek, Dominik Rząca, Carina Szczypior, Maksymilian Sorysz, Joanna Misztal, Krzysztof Baster, Zbigniew Rajfur, Zenon Doctoral School of Exact and Natural Sciences Jagiellonian University ul. Lojasiewicza 11 Kraków30-348 Poland Department of Molecular and Interfacial Biophysics Faculty of Physics Astronomy and Applied Computer Science Jagiellonian University ul. Lojasiewicza 11 Kraków30‑348 Poland Undergraduate Program in Biophysics Faculty of Physics Astronomy and Applied Computer Science Jagiellonian University ul. Lojasiewicza 11 Kraków30‑348 Poland Undergraduate program in Biomedical Engineering Faculty of Electrical Engineering Automatics Computer Science and Biomedical Engineering AGH University of Science and Technology Al. A. Mickiewicza 30 Building B-1 Kraków30-059 Poland Division of Computational Mathematics Faculty of Mathematics and Computer Science Jagiellonian University 6 Lojasiewicza St. Kraków Poland
High-quality fluorescence imaging of biological systems is limited by processes like photobleaching and phototoxicity, and also in many cases, by limited access to the latest generations of microscopes. Moreover, low ... 详细信息
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Temperature-anisotropy conjugate magnon squeezing in antiferromagnets
arXiv
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arXiv 2023年
作者: Shiranzaei, Mahroo Fransson, Jonas Mousolou, Vahid Azimi Division of Materials Theory Department of Physics and Astronomy Uppsala University Box 516 UppsalaSE-75120 Sweden Department of Applied Mathematics and Computer Science Faculty of Mathematics and Statistics University of Isfahan Isfahan81746-73441 Iran
Quantum squeezing is an essential asset in the field of quantum science and technology. In this study, we investigate the impact of temperature and anisotropy on squeezing of quantum fluctuations in two-mode magnon st... 详细信息
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