Biblio
] , “ML4Seismic open source software environment”, ML4SEISMIC Partners Meeting. 2021.
, “Wave-based inversion at scale on GPUs with randomized trace estimation”, Geophysical Prospecting, 2023.
, “Abstractions and algorithms for efficient seismic inversion on accelerators”, in IMAGE Workshop on What's Next for FWI and its Derived Products, 2022.
, “Data normalization strategies for full-waveform inversion”, in EAGE Annual Conference Proceedings, 2017.
, “Abstractions for at-scale seismic inversion”, in Rice Oil and Gas High Performance Computing Conference 2022, 2022, p. Thursday Workshop: Devito Training and Hackathon.
, “Regularizing waveform inversion by projections onto convex sets”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Full-Waveform Inversion - Part 1: forward modeling”, The Leading Edge, vol. 36, pp. 1033-1036, 2017.
, “Randomized linear algebra for inversion”, ML4SEISMIC Partners Meeting. 2021.
, “Learned non-linear simultenous source and corresponding supershot for seismic imaging.”, in International Meeting for Applied Geoscience and Energy, 2023.
, “Modeling for inversion in exploration geophysics”, Georgia Institute of Technology, Atlanta, 2020.
, “Performance prediction of finite-difference solvers for different computer architectures”, Computers & Geosciences, vol. 105, pp. 148-157, 2017.
, “Scaling through abstractions – high-performance vectorial wave simulations for seismic inversion with Devito”, Georgia Institute of Technology, TR-CSE-2020-3, 2020.
, “Sparsity promoting least-squares migration for long offset sparse OBN”, in SEG Workshop on Promises and Challenges with Sparse Node Ultra-long Offset OBN Acquisition in Imaging and Earth Model Building; virtual, 2020.
, “Enabling wave-based inversion on GPUs with randomized trace estimation”, in EAGE Annual Conference Proceedings, 2022, p. Seismic Wave Modelling and Least Square Migration 2 session.
, “Effects of wrong adjoints for RTM in TTI media”, in SEG Technical Program Expanded Abstracts, 2018, pp. 331-335.
, “Extending the search space of time-domain adjoint-state FWI w/ randomized implicit time shifts”, SINBAD Fall consortium talks. SINBAD, 2015.
, “Accelerating innovation with software abstractions for scalable computational geophysics”, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
, “Deterministic matrix completion: applications to seismic trace interpolation”, SINBAD Spring consortium talks. SINBAD, 2015.
, “Off-the-grid low-rank matrix recovery: seismic data reconstruction”, in Canadian Mathematical Society Summer Meeting, 2016.
, “Rank minimization via alternating optimization: seismic data interpolation”, in EAGE Annual Conference Proceedings, 2015.
, “Universal matrix completion: applications to seismic data acquisition”, SINBAD Fall consortium talks. SINBAD, 2015.
, “Spectral Gap-Based Seismic Survey Design”, IEEE Transactions on Geoscience and Remote Sensing, 2023.
, “Low-rank matrix recovery for parallel architectures”, SINBAD Fall consortium talks. SINBAD, 2016.
, “Off-the-grid low-rank matrix recovery and seismic data reconstruction”, IEEE Journal of Selected Topics in Signal Processing, vol. 10, pp. 658-671, 2016.
, “Rank minimization via alternating optimization”, SINBAD Fall consortium talks. SINBAD, 2014.