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Liqian Peng

9 papers hereh-index 10482 citations29 works total

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

author position
  • first author5
  • middle author2
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.NA3
  • math.DS2
  • cond-mat.dis-nn1
  • cs.LG1
  • physics.comp-ph1
  • physics.data-an1
same name
  • Liqian Peng — 6 papers, h 4

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
20072021
most citedRecovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning

74 citations · 157 across the 9 of their papers we have counts for

collaborators
Showing math.NAShow all

3 papers · 1 filter

math.NA2016★ 5 cited

Structure-Preserving Model Reduction of Forced Hamiltonian Systems

Liqian Peng, Kamran Mohseni

This paper reports a development in the proper symplectic decomposition (PSD) for model reduction of forced Hamiltonian systems. As an analogy to the proper orthogonal decompositio…

math.NA2014★ 2 cited

Symplectic Model Reduction of Hamiltonian Systems

Liqian Peng, Kamran Mohseni

In this paper, a symplectic model reduction technique, proper symplectic decomposition (PSD) with symplectic Galerkin projection, is proposed to save the computational cost for the…

math.NA2013

Nonlinear Model Reduction via an Adaptive Weighting of Snapshots

Liqian Peng, Kamran Mohseni

In this paper, we propose a new approach to model reduction of parameterized partial differential equations (PDEs) based on the concept of adaptive reduced bases. The presented app…

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