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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 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.