Felix J. Herrmann
Scholar

Felix J. Herrmann

Google Scholar ID: hw23CTQAAAAJ
Professor Schools of Earth and Atmospheric Sciences, Computational Science and Engineering
Computational SeismologyBayesian InferenceDigital Twins for Geological Carbon Storage
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Citations & Impact
All-time
Citations
5,060
 
H-index
36
 
i10-index
107
 
Publications
20
 
Co-authors
50
list available
Contact
Emailfelix.herrmann@gatech.edu
Publications
7 items
SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior
2026
Cited
0
A reduced-order derivative-informed neural operator for subsurface fluid-flow
2025
Cited
0
Power-scaled Bayesian Inference with Score-based Generative mModels
2025
Cited
0
Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models
2025
Cited
0
Enhancing Robustness Of Digital Shadow For CO2 Storage Monitoring With Augmented Rock Physics Modeling
2025
Cited
0
Advancing Geological Carbon Storage Monitoring With 3d Digital Shadow Technology
2025
Cited
0
Probabilistic Joint Recovery Method for CO$_2$ Plume Monitoring
2025
Cited
0
Resume (English only)
Research Experience
  • Position: Professor.
Background
  • Research Interests: Computational Seismic Imaging, Inverse Problems, Machine Learning; Field: Solid Earth Sciences.
Co-authors
50 total
Co-author 1
Co-author 1
Tristan van Leeuwen
Tristan van Leeuwen
Centrum Wiskunde & Informatica
Co-author 3
Co-author 3
Philipp A. Witte
Philipp A. Witte
Microsoft AI
Co-author 5
Co-author 5
Aleksandr Aravkin
Aleksandr Aravkin
University of Washington
Ali Siahkoohi
Ali Siahkoohi
Assistant Professor, CS & ECE Departments, University of Central Florida
Co-author 8
Co-author 8