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researcher

E. Qian

16 papers hereh-index 10833 citations26 works total

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

author position
  • first author5
  • middle author5
  • last author6

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • math.NA9
  • physics.flu-dyn2
  • stat.ML2
  • cs.LG1
  • eess.SY1
  • stat.CO1
same name
  • E. Qian — 4 papers, h 5
  • E. Qian — 2 papers, h 14

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
20122026
most citedLift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems

270 citations · 318 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Physics-Informed Machine Learning for Characterizing System Stability

Tomoki Koike, Elizabeth Qian

In the design and operation of complex dynamical systems, it is essential to ensure that all state trajectories of the dynamical system converge to a desired equilibrium within a g…

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