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Shuning Lin

6 papers hereh-index 6299 citations11 works total

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

author position
  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph2
  • cs.LG1
  • math.NA1
  • nlin.PS1
  • nlin.SI1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedA two-stage physics-informed neural network method based on conserved quantities and applications in localized wave solutions

182 citations · 253 across the 6 of their papers we have counts for

collaborators
Showing nlin.PSShow all

1 paper · 1 filter

nlin.PS2022★ 69 cited

Physics-informed neural network methods based on Miura transformations and discovery of new localized wave solutions

Shuning Lin, Yong Chen

We put forth two physics-informed neural network (PINN) schemes based on Miura transformations and the novelty of this research is the incorporation of Miura transformation constra…

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