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检索条件"机构=Program In Applied and Computational Mathematics"
1033 条 记 录,以下是21-30 订阅
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Inferring System and Optimal Control Parameters of Closed-Loop Systems from Partial Observations  63
Inferring System and Optimal Control Parameters of Closed-Lo...
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63rd IEEE Conference on Decision and Control, CDC 2024
作者: Geadah, Victor Arbelaiz, Juncal Ritz, Harrison Daw, Nathaniel D. Cohen, Jonathan D. Pillow, Jonathan W. Princeton University Department of Mechanical and Aerospace Engineering PrincetonNJ United States Princeton University Program in Applied and Computational Mathematics PrincetonNJ United States Princeton Neuroscience Institute Princeton University PrincetonNJ United States
We consider the joint problem of system identification and inverse optimal control for discrete-time stochastic Linear Quadratic Regulators. We analyze finite and infinite time horizons in a partially observed setting... 详细信息
来源: 评论
A Flow Artist for High-Dimensional Cellular Data  33
A Flow Artist for High-Dimensional Cellular Data
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33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023
作者: MacDonald, Kincaid Bhaskar, Dhananjay Thampakkul, Guy Nguyen, Nhi Zhang, Joia Perlmutter, Michael Adelstein, Ian Krishnaswamy, Smita Yale University Department of Mathematics United States Pomona College Department of Mathematics United States University of Washington Department of Statistics United States Boise State University Department of Mathematics United States Yale University Department of Computer Science United States Yale University Applied Mathematics Program United States Yale University Computational Biology and Bioinformatics Program United States
We consider the problem of embedding point cloud data sampled from an underlying manifold with an associated flow or velocity. Such data arises in many contexts where static snapshots of dynamic entities are measured,... 详细信息
来源: 评论
Accurate Deep Potential model for the Al-Cu-Mg alloy in the full concentration space
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Chinese Physics B 2021年 第5期30卷 12-19页
作者: Wanrun Jiang Yuzhi Zhang Linfeng Zhang Han Wang Songshan Lake Materials Laboratory Dongguan 523808China Institute of Physics Chinese Academy of SciencesBeijing 100190China Beijing Institute of Big Data Research Beijing 100871China Yuanpei College of Peking University Beijing 100871China Program in Applied and Computational Mathematics Princeton UniversityPrincetonNJ 08544USA Laboratory of Computational Physics Institute of Applied Physics and Computational MathematicsBeijing 100088China
Combining first-principles accuracy and empirical-potential efficiency for the description of the potential energy surface(PES)is the philosopher's stone for unraveling the nature of matter via atomistic *** has b... 详细信息
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Long Time Dynamics of Nonequilibrium Electroconvection
arXiv
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arXiv 2023年
作者: Lee, Fizay-Noah Program in Applied and Computational Mathematics Princeton University PrincetonNJ08544 United States
The Nernst-Planck-Stokes (NPS) system models electroconvection of ions in a fluid. We consider the system, for two oppositely charged ionic species, on three dimensional bounded domains with Dirichlet boundary conditi... 详细信息
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Radiative Vlasov-Maxwell Equations
arXiv
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arXiv 2025年
作者: Constantin, Peter Grayer, Hezekiah Department of Mathematics Princeton University PrincetonNJ08544 United States Program in Applied an Computational Mathematics Princeton University PrincetonNJ08544 United States
In the radiative Vlasov-Maxwell equations, the Lorentz force is modified by the addition of radiation reaction forces. The radiation forces produce damping of particle energy but the forces are no longer divergence-fr... 详细信息
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English-Chinese Translation using Neural Machine Models
English-Chinese Translation using Neural Machine Models
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2022 IEEE Conference on Telecommunications, Optics and Computer Science, TOCS 2022
作者: Liu, Qi Ou, Pengfei University of Washington Applied and Computational Mathematical Sciences Program Seattle United States University of Illinois at Urbana Champaign Department of Mathematics Urbana United States
During the last few years, neural machine translation (NMT) as a notable branch of machine translation has been increasing its popularity both in research and in practice. In particular, neural machine translation bet... 详细信息
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WELL-POSEDNESS OF THE SUPERCOOLED STEFAN PROBLEM WITH OSCILLATORY INITIAL CONDITIONS
arXiv
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arXiv 2023年
作者: Mustapha, Scander Shkolnikov, Mykhaylo Program in Applied & Computational Mathematics Princeton University PrincetonNJ08544 United States ORFE Department Bendheim Center for Finance and Program in Applied & Computational Mathematics Princeton University PrincetonNJ08544 United States
We study the one-phase one-dimensional supercooled Stefan problem with oscillatory initial conditions. In this context, the global existence of so-called physical solutions has been shown recently in [CRSF23], despite... 详细信息
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MOMENT-BASED METRICS FOR MOLECULES COMPUTABLE FROM CRYO-EM IMAGES
arXiv
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arXiv 2024年
作者: Zhang, Andy Mickelin, Oscar Kileel, Joe Verbeke, Eric J. Marshall, Nicholas F. Gilles, Marc Aurèle Singer, Amit Program in Applied and Computational Mathematics Princeton University PrincetonNJ08544 United States Department of Mathematics Oden Institute University of Texas At Austin AustinTX78712 United States Department of Mathematics Oregon State University CorvallisOR97331 United States Department of Mathematics and Program in Applied and Computational Mathematics Princeton University PrincetonNJ08544 United States
Single particle cryogenic electron microscopy (cryo-EM) is an imaging technique capable of recovering the high-resolution 3-D structure of biological macromolecules from many noisy and randomly oriented projection ima... 详细信息
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Efficient Numerical Algorithm for Large-Scale Damped Natural Gradient Descent
arXiv
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arXiv 2023年
作者: Chen, Yixiao Xie, Hao Wang, Han Program in Applied and Computational Mathematics Princeton University United States Beijing National Laboratory for Condensed Matter Physics Institute of Physics Chinese Academy of Sciences China Laboratory of Computational Physics Institute of Applied Physics and Computational Mathematics
We propose a new algorithm for efficiently solving the damped Fisher matrix in large-scale scenarios where the number of parameters significantly exceeds the number of available samples. This problem is fundamental fo... 详细信息
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Some observations on high-dimensional partial differential equations with Barron data  2
Some observations on high-dimensional partial differential e...
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2nd Mathematical and Scientific Machine Learning Conference, MSML 2021
作者: Weinan, E. Wojtowytsch, Stephan Program for Applied and Computational Mathematics Princeton University PrincetonNJ08544 United States
We use explicit representation formulas to show that solutions to certain partial differential equations lie in Barron spaces or multilayer spaces if the PDE data lie in such function spaces. Consequently, these solut... 详细信息
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