Felix J. Herrmann

1. Architecture and Performance of Devito, a System for Automated Stencil Computation
   2020/03/31 by Fabio Luporini, Mathias Louboutin, Michael Lange +8 · 7 citations
   Earth and Planetary Sciences · Engineering · Computer Science · #Seismic Imaging and Inversion Techniques #Reservoir Engineering and Simulation Methods #Computational Physics and Python Applications
2. Total-variation regularization strategies in full-waveform inversion
   2016/08/22 by Ernie Esser, Esser, Ernie, Lluís Guasch +7 · 3 citations
   Earth and Planetary Sciences · Engineering · #65K05 #65K10 #86-08 #FOS: Mathematics #Geophysical Methods and Applications #Optimization and Control (math.OC) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
3. Architecture and performance of Devito, a system for automated stencil\n computation
   2018/07/09 by Fabio Luporini, Luporini, Fabio, Michael Lange +17 · 3 citations
   Computer Science · Engineering · #65N06 #68N20 #Computational Physics and Python Applications #FOS: Computer and information sciences #Mathematical Software (cs.MS) #Parallel Computing and Optimization Techniques #Reservoir Engineering and Simulation Methods
4. Optimization on the Hierarchical Tucker manifold - applications to\n tensor completion
   2014/05/08 by Curt Da Silva, Da Silva, Curt, Felix J. Herrmann +1 · 2 citations
   Computer Science · Earth and Planetary Sciences · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #Electromagnetic Scattering and Analysis #FOS: Mathematics #Geophysics and Gravity Measurements #Numerical Analysis (math.NA) #Tensor decomposition and applications
5. A Unified 2D/3D Large Scale Software Environment for Nonlinear Inverse Problems
   2017/03/27 by Curt Da Silva, Felix J. Herrmann, Da Silva, Curt +1 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #FOS: Computer and information sciences #FOS: Mathematics #Geophysical and Geoelectrical Methods #Groundwater flow and contamination studies #Mathematical Software (cs.MS) #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques
6. Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows
   2020/07/15 by Ali Siahkoohi, Gabrio Rizzuti, Siahkoohi, Ali +5 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
7. A dual formulation of wavefield reconstruction inversion for large-scale\n seismic inversion
   2020/10/18 by Gabrio Rizzuti, Rizzuti, Gabrio, Mathias Louboutin +5 · 1 citation
   Earth and Planetary Sciences · Engineering · #FOS: Physical sciences #Geophysics (physics.geo-ph) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
8. Deep Bayesian inference for seismic imaging with tasks
   2021/10/10 by Ali Siahkoohi, Siahkoohi, Ali, Gabrio Rizzuti +3 · 1 citation
   Computer Science · Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques
9. Nonequispaced curvelet transform for seismic data reconstruction: A sparsity-promoting approach
   2010/01/01 by Gilles Hennenfent, Lloyd Fenelon, Felix J. Herrmann · 1 citation
   Earth and Planetary Sciences · Computer Science · Medicine · #Seismic Imaging and Inversion Techniques #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
10. ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems
    2024/05/08 by Rafael Orozco, Ali Siahkoohi, Orozco, Rafael +5 · 1 citation
    Computer Science · #Gaussian Processes and Bayesian Inference #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques
11. Machine learning-enabled velocity model building with uncertainty quantification
    2024/11/11 by Rafael Orozco, Orozco, Rafael, Huseyin Tuna Erdinc +6 · 1 citation
    Engineering · Computer Science · #Reservoir Engineering and Simulation Methods #Image Processing and 3D Reconstruction #Advanced Computational Techniques and Applications