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Navjot Kukreja
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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
1882019
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
1422020
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
572019
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
542016
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
362019
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
352017
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
332016
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
242018
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
232017
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
202018
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
182019
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
152018
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
14*2019
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
12*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
112017
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
82019
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
72017
Backpropagation for long sequences: beyond memory constraints with constant overheads
N Kukreja, J Hückelheim, GJ Gorman
arXiv preprint arXiv:1806.01117, 2018
62018
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
52017
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
32021
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