Louisa Cornelis
Scholar

Louisa Cornelis

Google Scholar ID: V4aclSoAAAAJ
PhD Student in Physics
graph neural networkstopological deep learningomics
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Citations & Impact
All-time
Citations
15
 
H-index
1
 
i10-index
1
 
Publications
4
 
Co-authors
0
 
Contact
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Publications
1 items
When Machine Learning Gets Personal: Understanding Fairness of Personalized Models
2025
Cited
0
Resume (English only)
Research Experience
  • I work in the Geometric Intelligence Lab where I use geometric AI to develop foundation models for diagnosis. Specifically, I am developing graph neural networks tailored to proteomics data to understand dementia in women.
Education
  • I graduated from Scripps College with a Dual Degree in CS (through Harvey Mudd College) and Physics, and a minor in Art.
Background
  • I'm currently a Physics Ph.D. student at UC Santa Barbara and an NSF GRFP Fellow. I work in the Geometric Intelligence Lab where I use geometric AI to develop foundation models for diagnosis. Currently, I am developing graph neural networks tailored to proteomics data to understand dementia in women.
Co-authors
0 total
Co-authors: 0 (list not available)