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 | 211 | 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 | 162 | 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 | 62 | 2019 |
Devito: Towards a generic finite difference dsl using symbolic python M Lange, N Kukreja, M Louboutin, F Luporini, F Vieira, V Pandolfo, ... 2016 6th workshop on python for high-performance and scientific computing …, 2016 | 56 | 2016 |
Training on the Edge: The why and the how N Kukreja, A Shilova, O Beaumont, J Huckelheim, N Ferrier, P Hovland, ... 2019 IEEE International Parallel and Distributed Processing Symposium …, 2019 | 45 | 2019 |
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 | 38 | 2017 |
Devito: Automated fast finite difference computation N Kukreja, M Louboutin, F Vieira, F Luporini, M Lange, G Gorman 2016 Sixth International Workshop on Domain-Specific Languages and High …, 2016 | 33 | 2016 |
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 | 26 | 2018 |
Performance prediction of finite-difference solvers for different computer architectures M Louboutin, M Lange, FJ Herrmann, N Kukreja, G Gorman Computers & Geosciences 105, 148-157, 2017 | 25 | 2017 |
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 | 22 | 2018 |
Automatic differentiation for adjoint stencil loops J Hückelheim, N Kukreja, SHK Narayanan, F Luporini, G Gorman, ... Proceedings of the 48th International Conference on Parallel Processing, 1-10, 2019 | 19 | 2019 |
Combining checkpointing and data compression to accelerate adjoint-based optimization problems N Kukreja, J Hückelheim, M Louboutin, P Hovland, G Gorman Euro-Par 2019: Parallel Processing: 25th International Conference on …, 2019 | 17* | 2019 |
High-level python abstractions for optimal checkpointing in inversion problems N Kukreja, J Hückelheim, M Lange, M Louboutin, A Walther, SW Funke, ... arXiv preprint arXiv:1802.02474, 2018 | 16 | 2018 |
Lossy checkpoint compression in full waveform inversion N Kukreja, J Hückelheim, M Louboutin, J Washbourne, PHJ Kelly, ... Geoscientific Model Development Discussions 2020, 1-26, 2020 | 15* | 2020 |
Optimised finite difference computation from symbolic equations M Lange, N Kukreja, F Luporini, M Louboutin, C Yount, J Hückelheim, ... arXiv preprint arXiv:1707.03776, 2017 | 11 | 2017 |
Towards automatically building starting models for full-waveform inversion using global optimization methods: A PSO approach via DEAP+ Devito OF Mojica, N Kukreja SEG International Exposition and Annual Meeting, D023S030R005, 2019 | 8 | 2019 |
Backpropagation for long sequences: beyond memory constraints with constant overheads N Kukreja, J Hückelheim, GJ Gorman arXiv preprint arXiv:1806.01117, 2018 | 7 | 2018 |
Rapid development of seismic imaging applications using symbolic math N Kukreja, M Louboutin, M Lange, F Luporini, G Gorman Third EAGE Workshop on High Performance Computing for Upstream 2017 (1), 1-4, 2017 | 5 | 2017 |
Towards self-verification in finite difference code generation J Hückelheim, Z Luo, F Luporini, N Kukreja, M Lange, G Gorman, S Siegel, ... Proceedings of the First International Workshop on Software Correctness for …, 2017 | 4 | 2017 |
Hyperwavve: A cloud-native solution for hyperscale seismic imaging on Azure Q Zhang, G Iordanescu, WH Tok, S Brandsberg-Dahl, HK Srinivasan, ... First International Meeting for Applied Geoscience & Energy, 782-786, 2021 | 3 | 2021 |