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researcher

Jixin Hou

9 papers hereh-index 9325 citations31 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • physics.med-ph2
  • q-bio.NC2
  • cond-mat.mtrl-sci1
  • cs.CL1
  • cs.LG1
  • cs.SC1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedAutomated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex

22 citations · 28 across the 9 of their papers we have counts for

collaborators
Showing cs.SCShow all

1 paper · 1 filter

cs.SC2024★ 22 cited

Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex

Jixin Hou, Xianyan Chen, Taotao Wu +2

We introduce a data-driven framework to automatically identify interpretable and physically meaningful hyperelastic constitutive models from sparse data. Leveraging symbolic regres…

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