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researcher

Sifan Wang

20 papers hereh-index 2015k citations44 works total

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

author position
  • first author15
  • middle author3

Across the 18 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG17
  • astro-ph.EP1
  • cs.CE1
  • math.NA1
same name
  • Sifan Wang — 8 papers, h 3
  • Sifan Wang — 4 papers, h 4
  • Sifan Wang — 4 papers, h 2
  • Sifan Wang — 1 paper, h 4
  • Sifan Wang — 1 paper, h 0

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
20202025
most citedUnderstanding and mitigating gradient pathologies in physics-informed neural networks

198 citations · 520 across the 13 of their papers we have counts for

collaborators
Showing cs.CEShow all

1 paper · 1 filter

cs.CE2024

Micrometer: Micromechanics Transformer for Predicting Mechanical Responses of Heterogeneous Materials

Sifan Wang, Tong-Rui Liu, Shyam Sankaran +1

Heterogeneous materials, crucial in various engineering applications, exhibit complex multiscale behavior, which challenges the effectiveness of traditional computational methods.…

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