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Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
作者:
Xu SF(许盛峰)
;
Yan C(闫畅)
;
Zhang, Guangtao
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/09/05
Regularization by Multiple Dual Frames for Compressed Sensing Magnetic Resonance Imaging With Convergence Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2136-2153
作者:
Baoshun Shi
;
Kexun Liu
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  |  
浏览/下载:2/0
  |  
提交时间:2023/09/22
Bounded denoiser
compressed sensing magnetic resonance imaging (CSMRI)
dual frames
plug-and-play priors
regularization
Cutting the traintracks: Cauchy, Schubert and Calabi-Yau
期刊论文
JOURNAL OF HIGH ENERGY PHYSICS, 2023, 期号: 4, 页码: 72
作者:
Cao, Qu
;
He, Song
;
Tang, Yichao
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/07
NUMERICAL EVALUATION
ITERATED INTEGRALS
FEYNMAN-INTEGRALS
POLYLOGARITHMS
AMPLITUDES
UNITARITY
Fabrication of polymer functionalized Mn2+-tannic acid coatings on magnetism-responsive nano-microspheres for Immobilized Penicillin G acylase
期刊论文
Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2022, 卷号: 653
作者:
Lu, Siyuan
;
Tu, Hongyi
;
Liu, Yangdong
;
Zhang, Boyuan
;
Chen, Zhenbin
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  |  
浏览/下载:23/0
  |  
提交时间:2022/09/22
Acrylic monomers
Catalyst activity
Controlled drug delivery
Enzyme immobilization
Esters
Flavonoids
Inverse problems
Magnetic bubbles
Magnetite
Synthesis (chemical)
Tannins
Enzyme concentrations
Enzymes activity
Glycidyl methacrylate
Immobilisation
Immobilization conditions
Immobilized penicillin G acylase
Magnetic polymer microsphere
Mn2+
Penicillin G Acylase
Target spacing
Data completion algorithms and their applications in inverse acoustic scattering with limited-aperture backscattering data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 469, 页码: 17
作者:
Dou, Fangfang
;
Liu, Xiaodong
;
Meng, Shixu
;
Zhang, Bo
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Inverse acoustic scattering
Limited aperture
Backscattering data
Data completion
Direct sampling method
Factorization method
Data-driven rogue waves and parameters discovery in nearly integrable PT-symmetric Gross-Pitaevskii equations via PINNs deep learning
期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 439, 页码: 12
作者:
Zhong, Ming
;
Gong, Shibo
;
Tian, Shou-Fu
;
Yan, Zhenya
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
GeneralizedGrossPitaevskiiequation
ComplexPT-symmetricpotentials
Physics-informeddeepneuralnetworks
Data-driven rogue waves and parameters discovery discovery
New integrable multi-Levy-index and mixed fractional nonlinear soliton hierarchies
期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 164, 页码: 6
作者:
Zhenya Yan
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  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Multi-Levy-index and mix-index fractional soliton hierarchy
Integrable fractional system
Anomalous dispersion relation
Inverse scattering
Riemann-Hilbert problem
Solitons
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows
期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
作者:
Zhang, Rui
;
Hu, Peiyan
;
Meng, Qi
;
Wang, Yue
;
Zhu, Rongchan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
作者:
Guo, Ling
;
Wu, Hao
;
Yu, Xiaochen
;
Zhou, Tao
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Physics -informed neural networks
Fractional Laplacian
Nonlocal operators
Uncertainty quantification
Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models
期刊论文
POLYMERS, 2022, 卷号: 14, 期号: 15, 页码: 14
作者:
Liao, Zhenhao
;
Qiu, Cheng
;
Yang, Jun
;
Yang, Jinglei
;
Yang, Lei
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/09/16
composite laminate
mechanical property
layup design
finite element simulation
neural network
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