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researcher

D. Xiu

22 papers hereh-index 4111.6k citations131 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author21

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • math.NA10
  • cs.LG8
  • stat.ML3
  • eess.SP1
same name
  • D. Xiu — 3 papers, h 30

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20052023
most citedData Driven Governing Equations Approximation Using Deep Neural Networks

293 citations · 677 across the 21 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022

Modeling unknown dynamical systems with hidden parameters

Xiaohan Fu, Weize Mao, Lo-Bin Chang +1

We present a data-driven numerical approach for modeling unknown dynamical systems with missing/hidden parameters. The method is based on training a deep neural network (DNN) model…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.