Get up-to-date with AI/ML news that makes a difference [#4, April 2022]
It is a video version of the EAGE AI Newsletter #4; here is the link to the written version: https://eage.org/eage_news/eage-ai-committee-newsletter-on-ai-ml-and-all-things-digitalization-3-2022/
As members of the EAGE AI committee, we contribute to a monthly newsletter that includes online courses, open-source codes, research papers, open datasets, and anything else related to AI/ML in geospace. The newsletter is designed to help geoscientists navigate an environment flooded by information abundance.
🚀 EAGE AI committee members: Ashley Russell (Equinor), Jan H. van de Mortel (Independent), John Cedric (Imperial College), Lukas Mosser (Earth Science Analytics), Oleg Ovcharenko (NVIDIA), Paul Zwartjes (Aramco), Ruslan Miftakhov (Geoplat AI), Steve Freeman (Schlumberger), Tianci Cui (Enverus)
🔥 Resources mentioned in the video:
GTC 2022 Keynote by NVIDIA CEO Jensen Huang https://www.nvidia.com/gtc/keynote/
"How do vision transformers work? (ICLR 2022 Spotlight)" https://arxiv.org/abs/2202.06709
AFNO https://arxiv.org/abs/2202.11214
Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool https://youtu.be/pjqmoWeSeCg
First Break Picking code can be found on GitHub at https://github.com/DaloroAT/first_break_picking.
TIMESTAMPS
00:00 Introduction
01:00 GTC 2022
02:00 Vision transformers
02:57 AFNO
03:51 Unsupervised Machine Learning Applied to Seismic Interpretation
04:55 GitHub
BE MY FRIEND:
🌎 My website/blog - https://ruslanmiftakhov.com/
🪢 LinkedIn - https://www.linkedin.com/in/ruslan-miftakhov/
WHO AM I:
I am Chief Technical Officer at a software company that develops AI/ML solutions for the Oil and Gas sector. I am passionate about AI and its application in Oil and Gas. For many years, I have been developing and launching solutions based on AI for various aspects of geoscience and petroleum engineering. I make videos about Deep Learning and Machine Learning applications within Oil and Gas.
Видео Get up-to-date with AI/ML news that makes a difference [#4, April 2022] канала Ruslan Miftakhov - AI Research
As members of the EAGE AI committee, we contribute to a monthly newsletter that includes online courses, open-source codes, research papers, open datasets, and anything else related to AI/ML in geospace. The newsletter is designed to help geoscientists navigate an environment flooded by information abundance.
🚀 EAGE AI committee members: Ashley Russell (Equinor), Jan H. van de Mortel (Independent), John Cedric (Imperial College), Lukas Mosser (Earth Science Analytics), Oleg Ovcharenko (NVIDIA), Paul Zwartjes (Aramco), Ruslan Miftakhov (Geoplat AI), Steve Freeman (Schlumberger), Tianci Cui (Enverus)
🔥 Resources mentioned in the video:
GTC 2022 Keynote by NVIDIA CEO Jensen Huang https://www.nvidia.com/gtc/keynote/
"How do vision transformers work? (ICLR 2022 Spotlight)" https://arxiv.org/abs/2202.06709
AFNO https://arxiv.org/abs/2202.11214
Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool https://youtu.be/pjqmoWeSeCg
First Break Picking code can be found on GitHub at https://github.com/DaloroAT/first_break_picking.
TIMESTAMPS
00:00 Introduction
01:00 GTC 2022
02:00 Vision transformers
02:57 AFNO
03:51 Unsupervised Machine Learning Applied to Seismic Interpretation
04:55 GitHub
BE MY FRIEND:
🌎 My website/blog - https://ruslanmiftakhov.com/
🪢 LinkedIn - https://www.linkedin.com/in/ruslan-miftakhov/
WHO AM I:
I am Chief Technical Officer at a software company that develops AI/ML solutions for the Oil and Gas sector. I am passionate about AI and its application in Oil and Gas. For many years, I have been developing and launching solutions based on AI for various aspects of geoscience and petroleum engineering. I make videos about Deep Learning and Machine Learning applications within Oil and Gas.
Видео Get up-to-date with AI/ML news that makes a difference [#4, April 2022] канала Ruslan Miftakhov - AI Research
Показать
Комментарии отсутствуют
Информация о видео
20 апреля 2022 г. 13:00:11
00:06:08
Другие видео канала
![Geophysical Newsletter #6: EAGE Courses, BEST Paper Pick and More](https://i.ytimg.com/vi/jTkQXeYfLbk/default.jpg)
![Advances in Seismic Monitoring for Carbon Sequestration](https://i.ytimg.com/vi/2NiB8qTyKa4/default.jpg)
![[#2] Resources for Geoscientists: Dataset, DL Tutorial, AI channel, Course, AI Geophysics Paper](https://i.ytimg.com/vi/GW7uVFf2Go8/default.jpg)
![Learn about the 3 most popular deep learning methods for seismic impedance inversion!](https://i.ytimg.com/vi/h3LfCn6igxw/default.jpg)
![Deep Learning in Geophysics: Interpretable AI and a new step in Facies Analysis](https://i.ytimg.com/vi/q6quHKejC0o/default.jpg)
![[Newsletter#3] ML Book, AI News, AI Interview, Datathon, AI Research Paper](https://i.ytimg.com/vi/zApuDJs4oMg/default.jpg)
![3 AI applications for Seismic Data Processing](https://i.ytimg.com/vi/J0z8mC51RMo/default.jpg)
![Fault Detection Made Easy: A Step-by-Step Guide](https://i.ytimg.com/vi/PxSNxuqaE14/default.jpg)
![Centimeter-Scale Lithology and Facies Prediction in Cored Wells Using Machine Learning |Paper Review](https://i.ytimg.com/vi/3T8ykrKErpk/default.jpg)
![Better Reconstruction of Missing Data with AI/ML | Paper review](https://i.ytimg.com/vi/QZNgY8rRj40/default.jpg)
![Deep Learning in Geophysics: FAULT DELINEATION/SEGMENTATION | Paper Explained](https://i.ytimg.com/vi/OLWemwDcBp0/default.jpg)
![EFramework Update: Boost Your Seismic Data Analysis with a Powerful Fault Detection Network](https://i.ytimg.com/vi/sENh3Ui70L4/default.jpg)
![AI/ML for seismic data conditioning (Coherent Noise Removal) | Paper review](https://i.ytimg.com/vi/Pr3wLpKtMxk/default.jpg)
![Deep Learning On Seismic For Automatic Channel Detection](https://i.ytimg.com/vi/kHdlAgOzP4k/default.jpg)
![Remove Random Noise from Seismic Data with this Add-on](https://i.ytimg.com/vi/5M_7lAE3VCo/default.jpg)
![RGT Meets Deep Learning: Discover the Future of Geophysics](https://i.ytimg.com/vi/Kga6U4ACskA/default.jpg)
![Well Logs in 3D with ML](https://i.ytimg.com/vi/i5NhnY9ZKog/default.jpg)
![AI DIGITAL PAL with a SECOND OPINION on YOUR Interpretation](https://i.ytimg.com/vi/Yqq5csF0XoM/default.jpg)
![SuperResolution & EFramework: Tools for Improved Seismic Data Analysis](https://i.ytimg.com/vi/3ysfthHpexI/default.jpg)
![Manual is not always the best way. AI in Geophysics](https://i.ytimg.com/vi/sfNAkJNAiNY/default.jpg)