Dongbin Xiu

The Ohio State University

SCHOLARLY PAPERS

2

DOWNLOADS

39

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (2)

1.

Dnn Modeling of Partial Differential Equations with Incomplete Data

Number of pages: 23 Posted: 14 Mar 2023
The Ohio State University, The Ohio State University, The Ohio State University and The Ohio State University
Downloads 34 (706,339)

Abstract:

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Data driven modeling, deep neural networks, reduced PDE systems, incomplete data

2.

Learning Stochastic Dynamical System Via Flow Map Operator

Number of pages: 30 Posted: 15 May 2023
Yuan Chen and Dongbin Xiu
The Ohio State University and The Ohio State University
Downloads 5 (945,040)

Abstract:

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data driven modeling, stochastic dynamical systems, deep neural networks, generative adversarial networks, stochastic differential equations