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Felix J. Herrmann

Georgia Institute of Technology

43H-index
478Paper Count
7.7KCitation Count
Published Papers 49
Publication Date
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Data-Driven Feedback Identifies Focused Ultrasound Exposure Regimens for Improved Nanotheranostic Targeting of the Brain
errADVANCED SCIENCE
IF14.1
err2026-01-01
err0
errOAAI
errLee, Hohyun; Menezes, Victor; Zeng, Shiqin; Kim, Chulyong; Baseman, Cynthia M.; Kim, Jae Hyun; Padmanabhan, Samhita; Premdas, Pranav; Djeddar, Naima; Bryksin, Anton; Pandey, Nikhil; Anastasiadis, Pavlos; Kim, Anthony J.; Macdonald, Tobey J.; Bettegowda, Chetan; Woodworth, Graeme F.; Herrmann, Felix J.; Arvanitis, Costas
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WISER: Multimodal variational inference for full-waveform inversion without dimensionality reduction
errGEOPHYSICS
IF3.2
err2025-02-03
err0
errOAAI
errYin, Ziyi; Orozco, Rafael; Herrmann, Felix J.
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Simultaneous seismic interpolation and statics estimation of land data
errGEOPHYSICS
IF3.2
err2025-01-07
err0
PREAI
errAlfaraj, Ali M.; Verschuur, D. J. (Eric); Herrmann, Felix J.
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WISE: Full-waveform variational inference via subsurface extensions
errGEOPHYSICS
IF3.2
err2024-05-31
err5
PREAI
errYin, Ziyi; Orozco, Rafael; Louboutin, Mathias; Herrmann, Felix J.
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errSave
Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs
errCOMPUTERS & GEOSCIENCES
IF4.4
err2023-09-01
err16
errOAAI
errGrady, Thomas J.; Khan, Rishi; Louboutin, Mathias; Yin, Ziyi; Witte, Philipp A.; Chandra, Ranveer; Hewett, Russell J.; Herrmann, Felix J.
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Optimized time-lapse acquisition design via spectral gap ratio minimization
errGEOPHYSICS
IF3.2
err2023-07-01
err1
errOAAI
errZhang, Yijun; Yin, Ziyi; Lopez, Oscar; Siahkoohi, Ali; Louboutin, Mathias; Kumar, Rajiv; Herrmann, Felix J.
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errSave
Reliable amortized variational inference with physics-based latent distribution correction
errGEOPHYSICS
IF3.2
err2023-04-13
err13
errOAAI
errSiahkoohi, Ali; Rizzuti, Gabrio; Orozco, Rafael; Herrmann, Felix J.
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errSave
Low-rank-based residual statics estimation and correction
errGEOPHYSICS
IF3.2
err2023-04-12
err1
errOAAI
errAlfaraj, Ali M.; Verschuur, D. J. (Eric); Herrmann, Felix J.
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errSave
Spectral Gap-Based Seismic Survey Design
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err7
errOAAI
errLopez, Oscar; Kumar, Rajiv; Moldoveanu, Nick; Herrmann, Felix J.
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Deep Bayesian inference for seismic imaging with tasks
errGEOPHYSICS
IF3.2
err2022-08-25
err11
errOAAI
errSiahkoohi, Ali; Rizzuti, Gabrio; Herrmann, Felix J.
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errSave
A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion
errGEOPHYSICS
IF3.2
err2021-10-12
err12
errOAAI
errRizzuti, Gabrio; Louboutin, Mathias; Wang, Rongrong; Herrmann, Felix J.
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errSave
True amplitude depth migration using curvelets
errGEOPHYSICS
IF3.2
err2021-07-12
err1
PREAI
errSanavi, Hamideh; Moghaddam, Peyman P.; Herrmann, Felix J.
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errSave
Low-rank representation of omnidirectional subsurface extended image volumes
errGEOPHYSICS
IF3.2
err2021-03-11
err3
PREAI
errYang, Mengmeng; Graff, Marie; Kumar, Rajiv; Herrmann, Felix J.
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errSave
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2020-09-01
err12
errOAAI
errWitte, Philipp A.; Louboutin, Mathias; Modzelewski, Henryk; Jones, Charles; Selvage, James; Herrmann, Felix J.
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errSave
The importance of transfer learning in seismic modeling and imaging
errGEOPHYSICS
IF3.2
err2019-11-01
err54
PREAI
errSiahkoohi, Ali; Louboutin, Mathias; Herrmann, Felix J.
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errSave
Compressive least-squares migration with on-the-fly Fourier transforms
errGEOPHYSICS
IF3.2
err2019-09-01
err15
PREAI
errWitte, Philipp A.; Louboutin, Mathias; Luporini, Fabio; Gorman, Gerard J.; Herrmann, Felix J.
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errSave
Applications of low-rank compressed seismic data to full-waveform inversion and extended image volumes
errGEOPHYSICS
IF3.2
err2019-05-01
err6
PREAI
errDa Silva, Curt; Zhang, Yiming; Kumar, Rajiv; Herrmann, Felix J.
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errSave
A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia
errGEOPHYSICS
IF3.2
err2019-05-01
err25
PREAI
errWitte, Philipp A.; Louboutin, Mathias; Kukreja, Navjot; Luporini, Fabio; Lange, Michael; Gorman, Gerard J.; Herrmann, Felix J.
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errSave
Devito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2019-03-27
err102
errOAAI
errLouboutin, Mathias; Lange, Michael; Luporini, Fabio; Kukreja, Navjot; Witte, Philipp A.; Herrmann, Felix J.; Velesko, Paulius; Gorman, Gerard J.
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errSave
Projection methods and applications for seismic nonlinear inverse problems with multiple constraints
errGEOPHYSICS
IF3.2
err2019-03-01
err25
PREAI
errPeters, Bas; Smithyman, Brendan R.; Herrmann, Felix J.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Aleksandr Y. Aravkin
H-index: 76 · Papers: 370
李翔 cover
李翔 (Xiang Li)
H-index: 73 · Papers: 734
B
Benjamin Recht
H-index: 73 · Papers: 257
C
Chetan Bettegowda
H-index: 69 · Papers: 736
R
Ranveer Chandra
H-index: 47 · Papers: 206
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