Carlos Fernandez-Granda
Scholar

Carlos Fernandez-Granda

Google Scholar ID: GX-PtukAAAAJ
Courant Institute and Center for Data Science, New York University
machine learningimage processingdata-driven medicinesignal processinginverse problems
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Citations & Impact
All-time
Citations
6,537
 
H-index
27
 
i10-index
40
 
Publications
20
 
Co-authors
30
list available
Contact
Emailcfgranda@cims.nyu.edu
Publications
5 items
Atomic Depth Estimation From Noisy Electron Microscopy Data Via Deep Learning
2026
Cited
0
The Potential and Limitations of Vision-Language Models for Human Motion Understanding: A Case Study in Data-Driven Stroke Rehabilitation
2025
Cited
0
SamudrACE: Fast and Accurate Coupled Climate Modeling with 3D Ocean and Atmosphere Emulators
2025
Cited
0
Leveraging Fine-Tuned Large Language Models for Interpretable Pancreatic Cystic Lesion Feature Extraction and Risk Categorization
2025
Cited
0
Black Box Causal Inference: Effect Estimation via Meta Prediction
2025
Cited
0
Resume (English only)
Background
  • Associate Professor of Mathematics and Data Science at the Courant Institute of Mathematical Sciences and Center for Data Science, New York University
  • Interim Director, Center for Data Science
  • Research goal is to design and analyze data-science methodology
  • Current focus: machine learning and its applications in medicine, climate science, and scientific imaging
  • Member of the Math and Data group and the M2LInES project
Co-authors
30 total
Sheng Liu
Sheng Liu
Stanford University
Sreyas Mohan
Sreyas Mohan
Meta
Narges Razavian
Narges Razavian
New York University Medical Center
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Kangning Liu
Kangning Liu
Adobe Inc
Eero P Simoncelli
Eero P Simoncelli
Professor of Neural Science, Mathematics, Data Science, Psychology @ NYU.