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Jia Guo

11 papers hereh-index 9171 citations27 works total

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

author position
  • first author4
  • middle author7

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.OC4
  • eess.SY3
  • math.DS2
  • cs.LG1
  • stat.ML1
same name
  • Jia Guo — 12 papers, h 13
  • Jia Guo — 10 papers, h 10
  • Jia Guo — 8 papers, h 6
  • Jia Guo — 7 papers, h 7
  • Jia Guo — 6 papers, h 8
  • Jia Guo — 4 papers, h 9

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
20192022
most citedA Novel Adaptive Causal Sampling Method for Physics-Informed Neural Networks

11 citations · 29 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 11 cited

A Novel Adaptive Causal Sampling Method for Physics-Informed Neural Networks

Jia Guo, Haifeng Wang, Chenping Hou

Physics-Informed Neural Networks (PINNs) have become a kind of attractive machine learning method for obtaining solutions of partial differential equations (PDEs). Training PINNs c…

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