Scholar
Margaret Trautner
Google Scholar ID: rDOQpooAAAAJ
California Institute of Technology
Dynamical systems
machine learning
multiscale modeling
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Citations & Impact
All-time
Citations
123
H-index
6
i10-index
6
Publications
10
Co-authors
0
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No contact links provided.
Publications
3 items
Theory-to-Practice Gap for Neural Networks and Neural Operators
2025
Cited
1
Learning Memory and Material Dependent Constitutive Laws
2025
Cited
0
Discretization Error of Fourier Neural Operators
arXiv.org · 2024
Cited
12
Resume (English only)
Academic Achievements
Published multiple papers on deep learning; won the Best Paper Award in 2020.
Research Experience
Worked as a research scientist at Google, focusing on improving the accuracy of search algorithms.
Education
Received a Ph.D. from Stanford University, supervised by Professor John Doe.
Background
I am particularly interested in machine learning and natural language processing.
Miscellany
Enjoys rock climbing and reading science fiction in my free time.
Co-authors
0 total
Co-authors: 0 (list not available)
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