| Phi-3 technical report: A highly capable language model locally on your phone M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ... arXiv preprint arXiv:2404.14219, 2024 | 780 | 2024 |
| Devito (v3. 1.0): an embedded domain-specific language for finite differences and geophysical exploration M Louboutin, M Lange, F Luporini, N Kukreja, PA Witte, FJ Herrmann, ... Geoscientific Model Development 12 (3), 1165-1187, 2019 | 223 | 2019 |
| Architecture and performance of Devito, a system for automated stencil computation F Luporini, M Louboutin, M Lange, N Kukreja, P Witte, J Hückelheim, ... ACM Transactions on Mathematical Software (TOMS) 46 (1), 1-28, 2020 | 165 | 2020 |
| A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia PA Witte, M Louboutin, N Kukreja, F Luporini, M Lange, GJ Gorman, ... Geophysics 84 (3), F57-F71, 2019 | 65 | 2019 |
| An event-driven approach to serverless seismic imaging in the cloud PA Witte, M Louboutin, H Modzelewski, C Jones, J Selvage, FJ Herrmann IEEE Transactions on Parallel and Distributed Systems 31 (9), 2032-2049, 2020 | 41* | 2020 |
| Full-waveform inversion, Part 1: Forward modeling M Louboutin, P Witte, M Lange, N Kukreja, F Luporini, G Gorman, ... The Leading Edge 36 (12), 1033-1036, 2017 | 40 | 2017 |
| Preconditioned training of normalizing flows for variational inference in inverse problems A Siahkoohi, G Rizzuti, M Louboutin, PA Witte, FJ Herrmann arXiv preprint arXiv:2101.03709, 2021 | 39 | 2021 |
| Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs TJ Grady, R Khan, M Louboutin, Z Yin, PA Witte, R Chandra, RJ Hewett, ... Computers & Geosciences 178, 105402, 2023 | 37 | 2023 |
| Compressive least-squares migration with on-the-fly Fourier transforms PA Witte, M Louboutin, F Luporini, GJ Gorman, FJ Herrmann Geophysics 84 (5), R655-R672, 2019 | 35 | 2019 |
| Parameterizing uncertainty by deep invertible networks: An application to reservoir characterization G Rizzuti, A Siahkoohi, PA Witte, FJ Herrmann SEG International Exposition and Annual Meeting, D031S057R006, 2020 | 27 | 2020 |
| Full-waveform inversion, part 3: Optimization P Witte, M Louboutin, K Lensink, M Lange, N Kukreja, F Luporini, ... The Leading Edge 37 (2), 142-145, 2018 | 27 | 2018 |
| Full-waveform inversion, Part 2: Adjoint modeling M Louboutin, P Witte, M Lange, N Kukreja, F Luporini, G Gorman, ... The Leading Edge 37 (1), 69-72, 2018 | 24 | 2018 |
| Faster uncertainty quantification for inverse problems with conditional normalizing flows A Siahkoohi, G Rizzuti, PA Witte, FJ Herrmann arXiv preprint arXiv:2007.07985, 2020 | 22 | 2020 |
| Fast CO2 saturation simulations on large-scale geomodels with artificial intelligence-based Wavelet Neural Operators PA Witte, T Konuk, E Skjetne, R Chandra International Journal of Greenhouse Gas Control 126, 103880, 2023 | 18 | 2023 |
| Towards large-scale learned solvers for parametric pdes with model-parallel fourier neural operators TJ Grady, R Khan, M Louboutin, Z Yin, PA Witte, R Chandra, RJ Hewett, ... arXiv preprint arXiv:2204.01205, 2022 | 17 | 2022 |
| Time-domain sparsity-promoting least-squares migration with source estimation M Yang, P Witte, Z Fang, F Herrmann SEG International Exposition and Annual Meeting, SEG-2016-13850609, 2016 | 17 | 2016 |
| Deep-learning-based 3D fault detection for carbon capture and storage H Kaur, Q Zhang, P Witte, L Liang, L Wu, S Fomel Geophysics 88 (4), IM101-IM112, 2023 | 15 | 2023 |
| Time‐domain sparsity promoting least‐squares reverse time migration with source estimation M Yang, Z Fang, P Witte, FJ Herrmann Geophysical Prospecting 68 (9), 2697-2711, 2020 | 15 | 2020 |
| Effects of wrong adjoints for RTM in TTI media M Louboutin, P Witte, FJ Herrmann SEG Technical Program Expanded Abstracts 2018, 331-335, 2018 | 14 | 2018 |
| Learned multiphysics inversion with differentiable programming and machine learning M Louboutin, Z Yin, R Orozco, TJ Grady, A Siahkoohi, G Rizzuti, PA Witte, ... The Leading Edge 42 (7), 474-486, 2023 | 12 | 2023 |
Felix J. HerrmannProfessor Schools of Earth and Atmospheric Sciences, Computational Science and EngineeringVerified email at gatech.edu
