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Haibin Di
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Journal Article
SeisBERT: A pretrained seismic image representation model for seismic data interpretation
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 February 2025
The Leading Edge (2025) 44 (2): 96–106.
Journal Article
Introduction to this special section: Generative and physics-informed AI
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 February 2025
The Leading Edge (2025) 44 (2): 78.
Journal Article
A convolutional neural network-accelerated workflow for stochastic seismic property estimation
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 24 January 2025
Geophysics (2025) 90 (2): IM35–IM45.
Journal Article
Evaluating machine learning-predicted subsurface properties via seismic data reconstruction
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 23 September 2024
Geophysics (2024) 89 (6): R509–R519.
Journal Article
An artificial intelligence workflow for horizon volume generation from 3D seismic data
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 April 2024
The Leading Edge (2024) 43 (4): 235–243.
Journal Article
Latest advancements in machine learning for geophysics — Introduction
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 03 January 2024
Geophysics (2024) 89 (1): WAi–WAii.
Journal Article
Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 02 November 2023
Geophysics (2024) 89 (1): WA85–WA93.
Journal Article
Automated active learning in seismic image interpretation
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 September 2022
The Leading Edge (2022) 41 (9): 628–635.
Journal Article
Introduction to special section: Automated approaches to interpretation
Bill Abriel, Mauricio Araya-Polo, Haibin Di, Sergey Fomel, Jesse Lomask, Philippe Nivlet, Janaki Vamaraju, Bradley Wallet
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 16 May 2022
Interpretation (2022) 10 (2): SCi.
Journal Article
Deep learning for end-to-end subsurface modeling and interpretation: An example from the Groningen gas field
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 April 2022
The Leading Edge (2022) 41 (4): 259–267.
Journal Article
Using relative geologic time to constrain convolutional neural network-based seismic interpretation and property estimation
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 27 December 2021
Geophysics (2022) 87 (2): IM25–IM35.
Journal Article
Estimating subsurface properties using a semisupervised neural network approach
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 10 November 2021
Geophysics (2022) 87 (1): IM1–IM10.
Journal Article
Imposing interpretational constraints on a seismic interpretation convolutional neural network
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 21 April 2021
Geophysics (2021) 86 (3): IM63–IM71.
Journal Article
Workshop Preview: Data Analytics and Machine Learning Hackathon 2021: A deep dive into the open-source data challenge for E&P
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 January 2021
The Leading Edge (2021) 40 (1): 68–71.
Journal Article
Accelerating seismic fault and stratigraphy interpretation with deep CNNs: A case study of the Taranaki Basin, New Zealand
Journal: The Leading Edge
Publisher: Society of Exploration Geophysicists
Published: 01 October 2020
The Leading Edge (2020) 39 (10): 727–733.
Journal Article
Seismic stratigraphy interpretation by deep convolutional neural networks: A semisupervised workflow
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 30 April 2020
Geophysics (2020) 85 (4): WA77–WA86.
Journal Article
Improving seismic fault detection by super-attribute-based classification
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 07 August 2019
Interpretation (2019) 7 (3): SE251–SE267.
Journal Article
Introduction to special section: Machine learning in seismic data analysis
Haibin Di, Tao Zhao, Vikram Jayaram, Xinming Wu, Lei Huang, Ghassan AlRegib, Jun Cao, Mauricio Araya-Polo, Satinder Chopra, Saleh Al-Dossary, Fangyu Li, Erwan Gloaguen, Youzuo Lin, Anne Solberg, Hongliu Zeng
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 26 July 2019
Interpretation (2019) 7 (3): SEi–SEii.
Journal Article
Introduction to special section: Seismic geometric attributes
Xinming Wu, Hongliu Zeng, Haibin Di, Dengliang Gao, Jinghuai Gao, Kurt Marfurt, Saleh al Dossary, Geoffrey Dorn
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 10 April 2019
Interpretation (2019) 7 (2): SCi.
Journal Article
Reflector dip estimates based on seismic waveform curvature/flexure analysis
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 12 February 2019
Interpretation (2019) 7 (2): SC1–SC9.
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