Concepedia

Ali Siahkoohi

AS

15

Publications

472

Citations

14

H-Index

2018

Active since

Affiliations

Georgia Institute of Technology(Current)

Utrecht University

Rice University

Ali Siahkoohi is an author at Georgia Institute of Technology specializing in data science, engineering, and inverse problems.

Top concepts

EngineeringData ScienceInverse ProblemsMachine LearningDeep LearningComputer ScienceSeismologySeismic ImagingCompressive SensingSynthetic Image Generation

Publications per year

2018–2023

15

Publications

15

The importance of transfer learning in seismic modeling and imaging

Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann · Geophysics · 2019 · 79 citations

Self-Consuming Generative Models go MAD

Josue Casco-Rodriguez, Sina Alemohammad, Lorenzo Luzi et al. · 2023 · 76 citations · Full text

Artificial Intelligence, Generative Artificial Intelligence, Engineering +12

Seismic Data Reconstruction with Generative Adversarial Networks

Ali Siahkoohi, Rajiv Kumar, Felix J. Herrmann · Proceedings · 2018 · 70 citations

Adaptive Nonlinear Model, Engineering, Machine Learning +16

Surface-related multiple elimination with deep learning

Ali Siahkoohi, D. J. Verschuur, Felix J. Herrmann · 2019 · 44 citations

Few-shot Learning, Geometric Learning, Engineering +20

Reliable amortized variational inference with physics-based latent distribution correction

Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco et al. · Geophysics · 2023 · 31 citations

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