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Convex operator-theoretic methods in stochastic control
期刊论文
AUTOMATICA, 2025, 卷号: 177
作者:
Houska, Boris
Adobe PDF(1250Kb)
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浏览/下载:30/9
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提交时间:2025/04/25
Choquet integral
Control theory
Fokker Planck equation
Galerkin methods
Global optimization
Mathematical operators
Nonlinear equations
Optimal control systems
Partial differential equations
Sobolev spaces
Stochastic control systems
Stochastic programming
Stochastic systems
Condition
Controlled diffusion
Convex duality
Ergodics
Fokker-planck- kolmogorov equations
Global optimality
Hamilton Jacobi Bellman equation
Stochastic control
Stochastic optimal control
Stochastic optimal control problem
TMELand: An end-to-end Pipeline for Quantification and Visualization of Waddingtons Epigenetic Landscape based on Gene Regulatory Network
期刊论文
IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 6, 页码: 1604-1612
作者:
Lin Zhu
;
Xin Kang
;
Chunhe Li
;
Jie Zheng
Adobe PDF(4456Kb)
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浏览/下载:310/0
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提交时间:2023/07/14
Boolean algebra
Cytology
Data visualization
Differential equations
Gene expression
Hopfield neural networks
Cell-fate
End to end
Epigenetics
Gene regulatory networks
ScRNA-seq data
State transition path
State transitions
Transition paths
Waddington epigenetic landscape
Augmented flexible Krylov subspace methods with applications to Bayesian inverse problems
期刊论文
LINEAR ALGEBRA AND ITS APPLICATIONS, 2024, 卷号: 721
作者:
Sabaté Landman, Malena
;
Jiang, Jiahua
;
Zhang, Jianru
;
Ren, Wuwei
Adobe PDF(6126Kb)
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浏览/下载:316/47
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提交时间:2024/06/21
Approximation algorithms
Atmospheric movements
Bayesian networks
Convergence of numerical methods
Differential equations
Image enhancement
Image reconstruction
Iterative methods
Stochastic systems
Bayesian
Flexible Krylov methods
Flexible Krylov subspace methods
Generalized golub-kahan
Hybrid krylov method
Krylov method
Large-scales
Linear discrete ill-posed problems
Regularization terms
Tikhonov regularization
GLOBAL WELL-POSEDNESS AND SCATTERING FOR FOURTH-ORDER SCHRÖDINGER EQUATIONS ON WAVEGUIDE MANIFOLDS
期刊论文
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2024, 卷号: 56, 期号: 1, 页码: 1427-1458
作者:
Yu, Xueying
;
Yue, Haitian
;
Zhao, Zehua
Adobe PDF(344Kb)
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浏览/下载:221/47
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提交时间:2024/06/21
Differential equations
Asymptotics
Fourth-order
Fourth-order schrödinge equation
Function spaces
Global well-posedness
Interaction morawetz estimate
Strichartz' estimate
Torus components
Waveguide manifold
Wellposedness
VI-DGP: A Variational Inference Method with Deep Generative Prior for Solving High-Dimensional Inverse Problems
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 97, 期号: 1
作者:
Adobe PDF(13441Kb)
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浏览/下载:546/88
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提交时间:2023/09/22
Differential equations
Bayesian
Deep generative model
Generative model
Gradient approximation
High-dimensional
Higher-dimensional
Physic-constrained surrogate
Posterior distributions
Variational inference
Variational inference methods
A deep domain decomposition method based on Fourier features
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2023, 卷号: 423, 页码: 114963
作者:
Sen Li
;
Yingzhi Xia
;
Yu Liu
;
Qifeng Liao
Adobe PDF(14689Kb)
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浏览/下载:327/14
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提交时间:2023/03/22
deep neural networks
domain decomposition methods
partial differential equations
high-frequency mode
random Fourier feature
WHY INCREASE OF HETEROGENEITY SIGNALS PRE-DETERIORATION DURING TUMOR PROGRESSION: A UNIFIED MATHEMATICAL MODEL
期刊论文
SIAM JOURNAL ON APPLIED MATHEMATICS, 2023, 卷号: 83, 期号: 2, 页码: 791-815
作者:
Niu, Yuanling
;
Kang, Hao
;
Wang, Pingyang
;
Guo, Chenchen
;
Nie, Fan
Adobe PDF(7599Kb)
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浏览/下载:267/0
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提交时间:2023/06/09
Cell culture
Cell proliferation
Data mining
Diagnosis
Diseases
Histology
Mammals
Ordinary differential equations
Benign tumour
Cell populations
Differential equation systems
Heterogeneity
Malignancy
Malignant tumors
Normal tissue
Random Matrix
Random ordinary differential equation
Tumor progressions
The Biological Memory Effect in Microbial Fuel Cell Biosensors
期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 18, 页码: 17698-17705
作者:
Zhang, Jianwei
;
Ren, Hao
;
Jayasuriya, Suren
;
Tian, Xiao-Jun
;
Chae, Junseok
Adobe PDF(2669Kb)
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浏览/下载:310/1
|
提交时间:2022/11/04
Chemical detection
Microbial fuel cells
Ordinary differential equations
Sustainable development
Toxic materials
'current
Biological memory effect
Cell biosensors
Environmental Monitoring
Long term monitoring
Memory effects
Microbial fuel cell
Ordinary differential equation models
Toxin detection
Toxin injections
Solution to inverse natural convection problem using experimental data
期刊论文
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2022, 卷号: 189
作者:
Bangian-Tabrizi, Ardeshir
;
Zhang, Xiaobing
;
Jaluria, Yogesh
Adobe PDF(825Kb)
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浏览/下载:485/5
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提交时间:2022/03/25
Differential equations
Fluid mechanics
Heat conduction
Inverse problems
Nonlinear equations
Particle swarm optimization (PSO)
Experimental data
Heat sources
Inverse natural convection problems
Optimisations
Physical science
Practical process
Practical systems
PSO optimization
Systems and process
Wall plume
M2N: Mesh Movement Networks for PDE Solvers
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, November 28, 2022 - December 9, 2022
作者:
Song, Wenbin
;
Wallwork, Joseph G.
;
Tian, Zheng
;
Piggott, Matthew D.
;
Zhang, Mingrui
Adobe PDF(3985Kb)
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收藏
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浏览/下载:273/1
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提交时间:2023/07/14
Learning systems
MESH networking
Numerical methods
Auxiliary equations
Computational burden
End to end
Generalisation
Mesh movement
Mesh resolution
Numerical partial differential equations
Numerical solution
Partial differential equations solver
Physical domain
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