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D

Dongbin Xiu

University System of Ohio

44H指数
251论文数
1.7W被引数
收录论文 58
发表时间
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LEARNING INVERSE MAPS FOR PARAMETER ESTIMATION IN DYNAMICAL SYSTEMS为动力系统参数估计学习逆映射
errJournal of Machine Learning for Modeling and Computing
IF0
err2026-01-01
err0
PREAI
errTatsuoka, Caroline; Xu, Zhongshu; Churchill, Victor; Xiu, Dongbin
err分享
err收藏
Learning stochastic dynamical system via flow map operator
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-07-01
err2
errOAAI
errChen, Yuan; Xiu, Dongbin
err分享
err收藏
DNN modeling of partial differential equations with incomplete data
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-11-01
err2
errOAAI
errChurchill, Victor; Chen, Yuan; Xu, Zhongshu; Xiu, Dongbin
err分享
err收藏
Robust modeling of unknown dynamical systems via ensemble averaged learning基于集成平均学习的未知动力系统鲁棒建模
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-02-01
err2
errOAAI
errChurchill, Victor; Manns, Steve; Chen, Zhen; Xiu, Dongbin
err分享
err收藏
Deep neural network modeling of unknown partial differential equations in nodal space
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-01-01
err28
errOAAI
errChen, Zhen; Churchill, Victor; Wu, Kailiang; Xiu, Dongbin
err分享
err收藏
On generalized residual network for deep learning of unknown dynamical systems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-08-01
err31
errOAAI
errChen, Zhen; Xiu, Dongbin
err分享
err收藏
DATA-DRIVEN LEARNING OF NONAUTONOMOUS SYSTEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-05-06
err29
errOAAI
errQin, Tong; Chen, Zhen; Jakeman, John D.; Xiu, Dongbin
err分享
err收藏
Data-driven deep learning of partial differential equations in modal space
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-05-01
err125
errOAAI
errWu, Kailiang; Xiu, Dongbin
err分享
err收藏
Reducing parameter space for neural network training
errTHEORETICAL AND APPLIED MECHANICS LETTERS
IF3.3
err2020-03-01
err3
errOAAI
errQin, Tong; Zhou, Ling; Xiu, Dongbin
err分享
err收藏
Data driven governing equations approximation using deep neural networks基于深度神经网络的数据驱动控制方程逼近
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-10-01
err200
errOAAI
errQin, Tong; Wu, Kailiang; Xiu, Dongbin
err分享
err收藏
A new method for an old topic: Efficient and reliable estimation of material bulk modulus
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2019-07-01
err1
PREAI
errWang, Peng; Qin, Yi; Cheng, Ming; Wang, Guanjie; Xiu, Dongbin; Sun, Zhimei
err分享
err收藏
Numerical aspects for approximating governing equations using data使用数据逼近控制方程的数值方面
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-05-01
err55
errOAAI
errWu, Kailiang; Xiu, Dongbin
err分享
err收藏
Energy conserving Galerkin approximation of two dimensional wave equations with random coefficients
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-03-01
err3
errOAAI
errChou, Ching-Shan; Li, Yukun; Xiu, Dongbin
err分享
err收藏
Sequential function approximation with noisy data带噪声数据的序列函数逼近
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2018-10-01
err4
errOAAI
errShin, Yeonjong; Wu, Kailiang; Xiu, Dongbin
err分享
err收藏
Sequential function approximation on arbitrarily distributed point sets
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2018-02-01
err3
errOAAI
errWu, Kailiang; Xiu, Dongbin
err分享
err收藏
A stochastic Galerkin method for first-order quasilinear hyperbolic systems with uncertainty
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-09-01
err23
errOAAI
errWu, Kailiang; Tang, Huazhong; Xiu, Dongbin
err分享
err收藏
Multi-fidelity stochastic collocation method for computation of statistical moments
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-07-01
err32
errOAAI
errZhu, Xueyu; Linebarger, Erin M.; Xiu, Dongbin
err分享
err收藏
SPARSE APPROXIMATION USING l1-l2 MINIMIZATION AND ITS APPLICATION TO STOCHASTIC COLLOCATION基于l1-l2最小化的稀疏逼近及其在随机配置中的应用
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2017-01-31
err41
PREAI
errYan, Liang; Shin, Yeonjong; Xiu, Dongbin
err分享
err收藏
A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION多元函数逼近的一种随机算法
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2017-01-01
err16
PREAI
errShin, Yeonjong; Xiu, Dongbin
err分享
err收藏
A RANDOMIZED TENSOR QUADRATURE METHOD FOR HIGH DIMENSIONAL POLYNOMIAL APPROXIMATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2017-01-01
err10
PREAI
errWu, Kailiang; Shin, Yeonjong; Xiu, Dongbin
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
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