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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111-120 订阅
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Tensor neural networks for high-dimensional Fokker-Planck equations
arXiv
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arXiv 2024年
作者: Wang, Taorui Hu, Zheyuan Kawaguchi, Kenji Zhang, Zhongqiang Karniadakis, George Em Department of Mathematical Sciences Worcester Polytechnic Institute WorcesterMA United States Department of Computer Science National University of Singapore 119077 Singapore Division of Applied Mathematics Brown University ProvidenceRI02912 United States Advanced Computing Mathematics and Data Division Pacific Northwest National Laboratory RichlandWA United States
We solve high-dimensional steady-state Fokker-Planck equations on the whole space by applying tensor neural networks. The tensor networks are a linear combination of tensor products of one-dimensional feedforward netw... 详细信息
来源: 评论
AutoML for neuromorphic computing and application-driven co-design: asynchronous, massively parallel optimization of spiking architectures
AutoML for neuromorphic computing and application-driven co-...
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IEEE International Conference on Rebooting Computing (ICRC)
作者: Angel Yanguas-Gil Sandeep Madireddy Applied Materials Division Argonne National Laboratory Lemont IL USA Mathematics and Computer Science Division Argonne National Laboratory Lemont IL USA
In this work we have extended AutoML inspired approaches to the exploration and optimization of neuromorphic architectures. Through the integration of a parallel asynchronous model-based search approach with a simulat... 详细信息
来源: 评论
Bayesian Parameter Inference for Partially Observed Diffusions using Multilevel Stochastic Runge-Kutta Methods
arXiv
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arXiv 2023年
作者: Moral, Pierre Del Hu, Shulan Jasra, Ajay Ruzayqat, Hamza Wang, Xinyu Institut de Mathematiques de Bordeaux FR Bordeaux33405 France School of Mathematics and Statistics Wenlan School of Business 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 Zhongnan University of Economics and Law CN China
We consider the problem of Bayesian estimation of static parameters associated to a partially and discretely observed diffusion process. We assume that the exact transition dynamics of the diffusion process are unavai... 详细信息
来源: 评论
Forward Brillouin Point Sensor in a Multi-Core Fiber  27
Forward Brillouin Point Sensor in a Multi-Core Fiber
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27th International Conference on Optical Fiber Sensors, OFS 2022
作者: Shemer, Keren Bashan, Gil Zehavi, Elad Diamandi, Hilel Hagai Bernstein, Alon Sharma, Kavita London, Yosef Barrera, David Sales, Salvador Zadok, Avi Faculty of Engineering and Institute for Nano-Technology and Advanced Materials Bar-Ilan University Ramat-Gan5290002 Israel Department of Computer Science and Applied Mathematics Weizmann Institute of Science Rehovot7610001 Israel Currently with Applied Physics Division Soreq NRC Yavne81800 Israel Photonics Research Labs Universitat Politècnica de València Valencia46022 Spain
Forward Brillouin point sensing is demonstrated in a multi-core fiber. Acoustic waves are stimulated by light in one core and monitored using a grating in another. Measurements distinguish between ethanol and water ou... 详细信息
来源: 评论
EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants
arXiv
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arXiv 2025年
作者: Cappello, Franck Madireddy, Sandeep Underwood, Robert Getty, Neil Chia, Nicholas Lee-Ping Ramachandra, Nesar Nguyen, Josh Keçeli, Murat Mallick, Tanwi Li, Zilinghan Ngom, Marieme Zhang, Chenhui Yanguas-Gil, Angel Antoniuk, Evan Kailkhura, Bhavya Tian, Minyang Du, Yufeng Ting, Yuan-Sen Wells, Azton Nicolae, Bogdan Maurya, Avinash Mustafa Rafique, M. Huerta, Eliu Li, Bo Foster, Ian Stevens, Rick Mathematics and Computer Science Division Argonne National Laboratory United States Data Science and Learning Division Argonne National Laboratory United States Computational Science Division Argonne National Laboratory United States Applied Materials Division Argonne National Laboratory United States Department of Computer Science The University of Chicago United States University of Pennsylvania United States Lawrence Livermore National Laboratory United States The Ohio State University United States Rochester Institute of Technology United States Massachusetts Institute of Technology United States
Recent advancements have positioned AI, and particularly Large Language Models (LLMs) as transformative tools for scientific research, capable of addressing complex tasks that require reasoning, problem-solving, and d... 详细信息
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Leveraging Interpolation Models and Error Bounds for Verifiable Scientific Machine Learning
arXiv
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arXiv 2024年
作者: Chang, Tyler Gillette, Andrew Maulik, Romit Mathematics and Computer Science Division Argonne National Laboratory United States Center for Applied Scientific Computing Lawrence Livermore National Laboratory United States Information Sciences and Technology Department The Pennsylvania State University United States
Effective verification and validation techniques for modern scientific machine learning workflows are challenging to devise. Statistical methods are abundant and easily deployed, but often rely on speculative assumpti... 详细信息
来源: 评论
Diabetes Prediction Model for Better Clarification by using Machine Learning  6
Diabetes Prediction Model for Better Clarification by using ...
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6th International Conference on Inventive Computation Technologies, ICICT 2023
作者: Eben, J. Lysa Jayasudha, R. Ramya, S. Kaliappan, S. Aswal, Shobha Al-Salehi, Khalid Ali Salem Department of Computer Applications School of Computing Sciences Vels Institute of Science Technology and Advanced Studies Tamilnadu Chennai India Department of Mathematics Dr.N.G.P.Institute of Technology Coimbatore India Department of Computer Science and Engineering Kongu Engineering College Tamilnadu Erode India Division of Research and Development Lovely Professional University Punjab Phagwara144411 India School of Computing Graphic Era Hill University Dehradun India Biomedical Engineering Study Program Faculty of Science and Technology Airlangga University Surabaya Indonesia
Diabetes mellitus is one of the most pressing health concerns because so many people are afflicted by its disabling symptoms. Factors such as age, excess body fat, insufficient physical activity, a history of diabetes... 详细信息
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On an initial value problem for time fractional pseudo-parabolic equation with Caputo derivative
On an initial value problem for time fractional pseudo-parab...
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作者: Luc, Nguyen Hoang Jafari, Hossein Kumam, Poom Tuan, Nguyen Huy Department of Mathematics and Computer Science University of Science Ho Chi Minh City Viet Nam Vietnam National University Ho Chi Minh City Viet Nam Division of Applied Mathematics Thu Dau Mot University Binh Duong Province Viet Nam Department of Mathematic University of Mazandaran Babolsar Iran Department of Mathematical Sciences University of South Africa UNISA 0003 South Africa Department of Medical Research China Medical University Hospital China Medical University Taichung110122 Taiwan 126 Pracha-Uthit Road Bang Mod Thrung Khru Bangkok10140 Thailand 126 Pracha-Uthit Road Bang Mo Thrung Khru Bangkok10140 Thailand Applied Analysis Research Group Faculty of Mathematics and Statistics Ton Duc Thang University Ho Chi Minh City Viet Nam
In this paper, we consider a pseudo-parabolic equation with the Caputo fractional derivative. We study the existence and uniqueness of a class of mild solutions of these equations. For a nonlinear problem, we first in... 详细信息
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THE EFFECT OF LIMITED MOBILITY ON THE EXPERIENCED SEGREGATION OF FOREIGN-BORN MINORITIES
arXiv
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arXiv 2024年
作者: Liao, Yuan Gil, Jorge Yeh, Sonia Pereira, Rafael H.M. Alessandretti, Laura Department of Space Earth and Environment Chalmers University of Technology Gothenburg Sweden Department of Architecture and Civil Engineering Chalmers University of Technology Gothenburg Sweden - Brazil Data Science Division Brazil Department of Applied Mathematics and Computer Science Technical University of Denmark Lyngby Denmark
Segregation is a key challenge in promoting more diverse and inclusive cities. Research based on large-scale mobility data indicates that segregation between majority and minority groups persists in daily activities b... 详细信息
来源: 评论
Diffusion curvature for estimating local curvature in high dimensional data  22
Diffusion curvature for estimating local curvature in high d...
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Proceedings of the 36th International Conference on Neural Information Processing Systems
作者: Dhananjay Bhaskar Kincaid MacDonald Oluwadamilola Fasina Dawson Thomas Bastian Rieck Ian Adelstein Smita Krishnaswamy Department of Genetics Yale University Department of Mathematics Yale University Applied Mathematics Program Yale University Department of Mathematics Department of Physics Yale University Institute of AI for Health Helmholtz Pioneer Campus Helmholtz Munich Department of Computer Science Department of Genetics Applied Mathematics Program Program for Computational Biology and Bioinformatics Yale University
We introduce a new intrinsic measure of local curvature on point-cloud data called diffusion curvature. Our measure uses the framework of diffusion maps, including the data diffusion operator, to structure point cloud...
来源: 评论