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researcher

Shyam Sankaran

University of Pennsylvania

6 papers hereh-index 7862 citations13 works total

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

author position
  • first author1
  • middle author5

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

fields
  • cs.LG5
  • cs.CE1
affiliations
  • University of Pennsylvania

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedAn Expert's Guide to Training Physics-informed Neural Networks

67 citations · 87 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025★ 1 cited

Simulating Three-dimensional Turbulence with Physics-informed Neural Networks

Sifan Wang, Shyam Sankaran, Xiantao Fan +2

Turbulent fluid flows are among the most computationally demanding problems in science, requiring enormous computational resources that become prohibitive at high flow speeds. Phys…

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