Biblio
, “Enhancing CO2 Leakage Detectability via Dataset Augmentation”, in International Meeting for Applied Geoscience and Energy, 2023.
, “SAGE — Subsurface foundational model with AI-driven Geostatistical Extraction”, in EAGE Workshop, 2025.
, “Towards foundation models for subsurface priors and posteriors”, in Workshop on Scientific Machine Learning 2025, Austin, TX, 2025.
, “Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations”, in International Meeting for Applied Geoscience and Energy, 2024.
, “Power-scaled Bayesian inference for velocity-model estimation”, in ML4SEISMIC Partners Meeting, 2025.
, “SAGE - Subsurface modeling with AI-driven Geostatistical Extraction and evaluation on North Sea Data”, in ML4SEISMIC Partners Meeting, 2025.
, “Time-lapse full-waveform inversion with uncertainty quantification”, in International Meeting for Applied Geoscience and Energy, 2025.
, “Bridging the Acoustic–Elastic Gap in Seismic Inversion via Robust Summary Statistics”, in ML4SEISMIC Partners Meeting, 2025.
, “Time-lapse full-waveform inversion with uncertainty quantification”, in ML4SEISMIC Partners Meeting, 2025.
, “DeVito: fast finite difference computation”, in Super Computing (SC16), 2016.
, “Developments in the direction of solving extremly large problems in Geophysics”, in SEG Technical Program Expanded Abstracts, 2017, pp. 4375-4378.
, “Structured tensor missing-trace interpolation in the Hierarchical Tucker format”, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 3623-3627.
, “A unified 2D/3D software environment for large scale time-harmonic full waveform inversion”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1169-1173.
, “Hierarchical Tucker tensor optimization - applications to tensor completion”, presented at the 07, 2013.
, “Hierarchical Tucker tensor optimization - applications to 4D seismic data interpolation”, in EAGE Annual Conference Proceedings, 2013.
, “Matrix probing and simultaneous sources: a new approach for preconditioning the Hessian”, in EAGE Annual Conference Proceedings, 2012.
, “Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising”, in EAGE Annual Conference Proceedings, 2014.
, “Off the grid tensor completion for seismic data interpolation”, in EAGE Annual Conference Proceedings, 2015.
, “Irregular grid tensor completion”, in Workshop on Low-rank Optimization and Applications, 2015.
, “Curvelet processing and imaging: 4-D adaptive subtraction”, in CSEG Annual Conference Proceedings, 2004.
, “Efficient and scalable posterior surrogate for seismic inversion via wavelet score-based generative models”, in International Meeting for Applied Geoscience and Energy, 2025.
, “Multiscale Wavelet Score-based Posterior Approximations for Seismic Inversion”, in ML4SEISMIC Partners Meeting, 2025.
, “A linearized Bregman method for compressive waveform inversion”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1449-1454.
, “FWI from the West Coasts: lessons learned from "Gulf of Mexico Imaging Challenges: What Can Full Waveform Inversion Achieve?"”, in SEG Workshop on FWI; Las Vegas, 2012.
, “AVA classification as an unsupervised machine-learning problem”, in SEG Technical Program Expanded Abstracts, 2016, pp. 553-556.

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