Ruslan Miftakhov - AI Research

@UC1HyCbG5SO4hC7b_Ddl8cGg - 5.3K subscribers

Channel about AI/ML applications in Oil and Gas industry. #deeplearning #machinelearning #geophysics #petroleumengineering #geoscience #python

Home Videos Live Playlists

AI in Action: A Unified Approach to Oil & Gas Exploration

AI in Action: A Unified Approach to Oil & Gas Exploration Ruslan Miftakhov - AI Research

4.5K views - 2 years ago

Missing No More: Using AI to Fill in the Gaps of Seismic Data

Missing No More: Using AI to Fill in the Gaps of Seismic Data Ruslan Miftakhov - AI Research

1.6K views - 2 years ago

SuperResolution & EFramework: Tools for Improved Seismic Data Analysis

SuperResolution & EFramework: Tools for Improved Seismic Data Analysis Ruslan Miftakhov - AI Research

1.5K views - 2 years ago

RGT Meets Deep Learning: Discover the Future of Geophysics

RGT Meets Deep Learning: Discover the Future of Geophysics Ruslan Miftakhov - AI Research

1.4K views - 2 years ago

Introduction: Picking Horizons - The Evolution of Analytical and ML Methods

Introduction: Picking Horizons - The Evolution of Analytical and ML Methods Ruslan Miftakhov - AI Research

2.9K views - 2 years ago

Breaking Boundaries in Geophysics: Improve Seismic Resolution using Machine Learning

Breaking Boundaries in Geophysics: Improve Seismic Resolution using Machine Learning Ruslan Miftakhov - AI Research

2.6K views - 2 years ago

Seismic Resolution 101: How to Improve Subsurface Imaging

Seismic Resolution 101: How to Improve Subsurface Imaging Ruslan Miftakhov - AI Research

3.1K views - 3 years ago

EFramework Update: Boost Your Seismic Data Analysis with a Powerful Fault Detection Network

EFramework Update: Boost Your Seismic Data Analysis with a Powerful Fault Detection Network Ruslan Miftakhov - AI Research

1K views - 3 years ago

From 3 Hours to 12 Minutes: Automating Seismic-Well Ties with ML

From 3 Hours to 12 Minutes: Automating Seismic-Well Ties with ML Ruslan Miftakhov - AI Research

2.7K views - 3 years ago

Introduction: Seismic-to Well Tie

Introduction: Seismic-to Well Tie Ruslan Miftakhov - AI Research

10K views - 3 years ago

Test out 3D Fault Detection on your data

Test out 3D Fault Detection on your data Ruslan Miftakhov - AI Research

1.6K views - 3 years ago

Geoscience: How to Explain AI/ML ?

Geoscience: How to Explain AI/ML ? Ruslan Miftakhov - AI Research

1.2K views - 3 years ago

Remove Random Noise from Seismic Data with this Add-on

Remove Random Noise from Seismic Data with this Add-on Ruslan Miftakhov - AI Research

1.4K views - 3 years ago

Learn about the 3 most popular deep learning methods for seismic impedance inversion!

Learn about the 3 most popular deep learning methods for seismic impedance inversion! Ruslan Miftakhov - AI Research

1.2K views - 3 years ago

Energy Framework for EVERY AI/ML Application

Energy Framework for EVERY AI/ML Application Ruslan Miftakhov - AI Research

1.2K views - 3 years ago

First Break Picking: The Complete Guide

First Break Picking: The Complete Guide Ruslan Miftakhov - AI Research

2.8K views - 3 years ago

Geophysical Newsletter #6: EAGE Courses, BEST Paper Pick and More

Geophysical Newsletter #6: EAGE Courses, BEST Paper Pick and More Ruslan Miftakhov - AI Research

472 views - 3 years ago

Random Noise Suppression In Seismic Data Using Self-Supervised Learning

Random Noise Suppression In Seismic Data Using Self-Supervised Learning Ruslan Miftakhov - AI Research

1.3K views - 3 years ago

CycleGAN For Seismic Inversion: A Deep Learning Approach Using Only Few Examples

CycleGAN For Seismic Inversion: A Deep Learning Approach Using Only Few Examples Ruslan Miftakhov - AI Research

4.3K views - 3 years ago

How AI is Revolutionising Oil&Gas Reservoir Simulation and History Matching

How AI is Revolutionising Oil&Gas Reservoir Simulation and History Matching Ruslan Miftakhov - AI Research

5K views - 3 years ago

Building Interactive Seismic Visualization in just a Few Minutes

Building Interactive Seismic Visualization in just a Few Minutes Ruslan Miftakhov - AI Research

6.5K views - 3 years ago

Advances in Seismic Monitoring for Carbon Sequestration

Advances in Seismic Monitoring for Carbon Sequestration Ruslan Miftakhov - AI Research

1.3K views - 3 years ago

Well Logs in 3D with ML

Well Logs in 3D with ML Ruslan Miftakhov - AI Research

2.5K views - 3 years ago

Deep Learning On Seismic For Automatic Channel Detection

Deep Learning On Seismic For Automatic Channel Detection Ruslan Miftakhov - AI Research

1K views - 3 years ago

Google’s PALM Network | Geomodeling | Lithology Paper | ML Book

Google’s PALM Network | Geomodeling | Lithology Paper | ML Book Ruslan Miftakhov - AI Research

778 views - 3 years ago

9 AI Tech. that Improves Drilling Engineering

9 AI Tech. that Improves Drilling Engineering Ruslan Miftakhov - AI Research

5K views - 3 years ago

AI DIGITAL PAL with a SECOND OPINION on YOUR Interpretation

AI DIGITAL PAL with a SECOND OPINION on YOUR Interpretation Ruslan Miftakhov - AI Research

424 views - 3 years ago

Get up-to-date with AI/ML news that makes a difference [#4, April 2022]

Get up-to-date with AI/ML news that makes a difference [#4, April 2022] Ruslan Miftakhov - AI Research

287 views - 3 years ago

Machine Learning For Fault Detection And Why It's Not Ready Yet

Machine Learning For Fault Detection And Why It's Not Ready Yet Ruslan Miftakhov - AI Research

2K views - 3 years ago

Learn BASICS of 3D Geological Modeling with GemPy

Learn BASICS of 3D Geological Modeling with GemPy Ruslan Miftakhov - AI Research

17.6K views - 3 years ago

ML for Geological CO2 Sequestration Simulation | Paper explained

ML for Geological CO2 Sequestration Simulation | Paper explained Ruslan Miftakhov - AI Research

2.9K views - 3 years ago

Fault Detection Made Easy: A Step-by-Step Guide

Fault Detection Made Easy: A Step-by-Step Guide Ruslan Miftakhov - AI Research

3.7K views - 3 years ago

[Newsletter#3] ML Book, AI News, AI Interview, Datathon, AI Research Paper

[Newsletter#3] ML Book, AI News, AI Interview, Datathon, AI Research Paper Ruslan Miftakhov - AI Research

284 views - 3 years ago

Unsupervised Automated Seismic Interpretation Tool | Paper Review

Unsupervised Automated Seismic Interpretation Tool | Paper Review Ruslan Miftakhov - AI Research

1.8K views - 3 years ago

Centimeter-Scale Lithology and Facies Prediction in Cored Wells Using Machine Learning |Paper Review

Centimeter-Scale Lithology and Facies Prediction in Cored Wells Using Machine Learning |Paper Review Ruslan Miftakhov - AI Research

1.3K views - 3 years ago

Better Reconstruction of Missing Data with AI/ML | Paper review

Better Reconstruction of Missing Data with AI/ML | Paper review Ruslan Miftakhov - AI Research

727 views - 3 years ago

[#2] Resources for Geoscientists: Dataset, DL Tutorial, AI channel, Course, AI Geophysics Paper

[#2] Resources for Geoscientists: Dataset, DL Tutorial, AI channel, Course, AI Geophysics Paper Ruslan Miftakhov - AI Research

401 views - 4 years ago

Seismic Facies Labelling for AI/ML training using open-source software (Django-Labeller)

Seismic Facies Labelling for AI/ML training using open-source software (Django-Labeller) Ruslan Miftakhov - AI Research

1.4K views - 4 years ago

[Newsletter#1] Course for beginners, AI Geophysics Paper, Python Library, and Microsoft data

[Newsletter#1] Course for beginners, AI Geophysics Paper, Python Library, and Microsoft data Ruslan Miftakhov - AI Research

797 views - 4 years ago

Deep Reinforcement Learning: Field Development Optimization | Paper Explained

Deep Reinforcement Learning: Field Development Optimization | Paper Explained Ruslan Miftakhov - AI Research

1.6K views - 4 years ago

AI/ML for seismic data conditioning (Coherent Noise Removal) | Paper review

AI/ML for seismic data conditioning (Coherent Noise Removal) | Paper review Ruslan Miftakhov - AI Research

2.1K views - 4 years ago

Deep Learning in Geophysics: Interpretable AI and a new step in Facies Analysis

Deep Learning in Geophysics: Interpretable AI and a new step in Facies Analysis Ruslan Miftakhov - AI Research

1.6K views - 4 years ago

Manual is not always the best way. AI in Geophysics

Manual is not always the best way. AI in Geophysics Ruslan Miftakhov - AI Research

2.5K views - 4 years ago

Better Seismic Fault Detection with Attention network | Paper Explained

Better Seismic Fault Detection with Attention network | Paper Explained Ruslan Miftakhov - AI Research

1.4K views - 4 years ago

I reviewed 9 geophysics papers on Deep learning for Seismic INVERSE problems.

I reviewed 9 geophysics papers on Deep learning for Seismic INVERSE problems. Ruslan Miftakhov - AI Research

3.3K views - 4 years ago

Quantum Machine Learning in Oil and Gas with example from petrophysics

Quantum Machine Learning in Oil and Gas with example from petrophysics Ruslan Miftakhov - AI Research

1.2K views - 4 years ago

3 AI applications for Seismic Data Processing

3 AI applications for Seismic Data Processing Ruslan Miftakhov - AI Research

5.5K views - 4 years ago

Here is how can we delineate salt bodies on seismic using 3D U-Net | Paper Explained

Here is how can we delineate salt bodies on seismic using 3D U-Net | Paper Explained Ruslan Miftakhov - AI Research

730 views - 4 years ago

Deep Learning in Geophysics: Introduction to Salt Delineation

Deep Learning in Geophysics: Introduction to Salt Delineation Ruslan Miftakhov - AI Research

955 views - 4 years ago

GitHub Unboxing: Learn how to use Deep Learning-based seismic fault segmentation on your data

GitHub Unboxing: Learn how to use Deep Learning-based seismic fault segmentation on your data Ruslan Miftakhov - AI Research

4.4K views - 4 years ago

Deep Learning in Geophysics: FAULT DELINEATION/SEGMENTATION | Paper Explained

Deep Learning in Geophysics: FAULT DELINEATION/SEGMENTATION | Paper Explained Ruslan Miftakhov - AI Research

5K views - 4 years ago

One-Shot Learning for Seismic Fault Delineation.

One-Shot Learning for Seismic Fault Delineation. Ruslan Miftakhov - AI Research

897 views - 4 years ago