Login
Create Account
Offices
Tulsa
Washington DC
London
Dubai
Singapore
Bogotå
Lagos
Divisions
DPA
EMD
DEG
PSGD
Foundation
Resources
GIS Open Files
Slides
Videos
Gateways
100th Anniversary
Audio Podcast
Mobile App
Sitemap
Join, Renew or Reinstate
membership
Menu
Home
Member Focus
YoungPros Focus
Students Focus
Women's Network
Environmental Focus
Economics Focus
About
AAPG
Overview
Annual Reports
Committees
Honors and Awards
Programs
Affiliated Societies
Leadership
Executive Committee
Officer Candidates
Advisory Council
House of Delegates (HoD)
HoD Honors & Awards
Sections
Regions
Divisions
DPA
EMD
DEG
PSGD
Membership
Types of Membership
Member
Associate
Student
Benefits and Services
Comparison Chart
Prospective Members
Graduated Dues
Recruitment
Constitution and Bylaws
Code of Ethics
Member Directory
Transfer to Member
Petroleum Geology
Petroleum through Time
What Is Petroleum?
Petroleum Exploration History
Museums and Historical Sites
World of Petroleum
Oil and Gas Prices
Careers in the Petroleum Industry
Exploration Today
U.S. Offshore Oil & Gas Resources
Petroleum Technology
Petroleum Products
Tools of the Trade
Refining and Chemicals
Petroleum Chemistry
Anatomy of an Oil Accumulation
Geology and Petroleum
Sedimentology and Stratigraphy
Structural Geology
Paleontology and Biostratigraphy
Geochemistry
Seismology and Geophysics
Plate Tectonics
Paleogeography
Geologic Maps
Science
Discipline
Structure
Compressional Systems
Geomechanics and Fracture Analysis
Extensional Systems
Fold and Thrust Belts
Salt Tectonics
Structural Analysis - Other
Tectonics (General)
Basin Modeling and Geochemistry
Basin Modeling
Maturation
Migration
Oil and Gas Analysis
Oil Seeps
Petroleum Systems
Source Rock
Thermal History
Engineering
Drilling
Completion and Production
Reservoir Engineering
Geophysics
Direct Hydrocarbon Indicators
Gravity
Magnetic
Seismic
Sedimentology and Stratigraphy
Carbonates
Clastics
Evaporites
Sequence Stratigraphy
Business and Economics
Economics
Resource Estimation
Risk Analysis
Environmental
Petrophysics and Well Logs
Astrogeology
Play Types
Coalbed Methane
Deep Basin Gas
Diagenetic Traps
Fractured Carbonate Reservoirs
Bitumen/Heavy Oil (Oil Sands)
Oil Shale
Shale Gas
Stratigraphic Traps
Structural Traps
Subsalt Traps
Tight Gas Sands
Alternative Resources
Coal
Gas Hydrates
Geothermal
Renewable Energy
Uranium (Nuclear)
Geographic
Map
Countries
Interests
Arctic
Antarctica
Drones
Machine Learning
Reserves Classification Guide (PDF)
Career
Training
In Person
Distinguished Lecture Program
Field Seminars
Forums
Short Courses
Visiting Geoscientists
Workshops
Online
Certificate Programs
Certificate Courses
e-Symposia
Ethics Videos (DPA)
Traditional Courses
Virtual Events
Past Virtual Events
Instructors
Catalog
DPA PDH Form
Jobs
Career Center
Career Resources
Classifieds
Counselors and Recruiters
Job Boards
Member Registry
Expert Witness (DPA)
Consulting Expertise
AAPG N.E.T.
Technical Interest Groups (TIGs)
Special Interest Groups (SIGs)
All Discussion Boards
Discussion Boards FAQ
Participate
Propose Training
Join a Committee
Present a Paper
Imperial Barrel Award
AAPG Women's Network
AAPG Award Nominations
EC Officer Nominations
Events
Conferences
Annual Convention & Exhibition
International Conference & Exhibition
Global Super Basins Leadership Conference
Energy Opportunities Conference
URTeC
OTC
IPTC
GEO
ATC
Expos
APPEX Global
APPEX Regional
NAPE
Summer NAPE
Student Expos
Training
Field Seminars
Short Courses
Workshops
Research
Hedberg Conferences
Research Symposia
Event Listings
Calendar
Virtual Events
Exhibit Opportunities
Sponsorship Opportunities
Publications
Journals
Bulletin
Current Issue
Archives
Search
Interpretation
Environmental Geosciences
Current Issue
Archives
News
Explorer
Current Issue
Archives
Classifieds
Correlator
Current Issue
Archives
Delegates Voice
Current Issue
Archives
Spheres of Influence
Current Issue
Archives
Special Publications
Books
Archie
Hedberg
Memoirs
Methods in Exploration
Special Publications
Studies in Geology
Book Reviews
CD-DVD
Maps
Digital Downloads
AAPG Wiki
Online
Datapages
Datapages Archives
Collections
Search and Discovery
GIS Open Files
GIS Map Publishing Program
Blogs
Events Blog
Learn! Blog
wwwUpdate
Student Outlook
Foundation Update
Energy Policy Blog
Advertise
Media
Copyright
Submit
Proposal
Instructions
Copyright Information
Store
Help
Advertise
Home
Career
AAPG N.E.T.
Group Activity
Login to Join
Deep Learning/Machine Learning Technical Interest Group (TIG)
Applying new analytics, neural networks, computational approaches using structured and unstructured data, and also training neural networks with supervised and unsupervised algorithms. Chaired by Patrick Ng and Andrew Munoz.
Deep Learning - Machine Learning TIG
Discussions
Technical Interest Groups
Deep Learning - Machine Learning TIG Discussions
Search this discussion:
You are not authorized to create a new topic
Page 1 of 16
1
2
3
4
5
>
>>
Topics
Replies
Views
Last Post
0 Replies and 355 Views
Read This First!
355
0
Started by
Bogdan Michka
Welcome to AAPG N.E.T., an online space where you can Network, Engage and Talk. Please complete the following steps before you begin interacting with the discussion boards: 1. Take time to review your profile and privacy settings, paying attention to your display name and photo, as they will be used to identify your posts. 2. Read the Discussion Boards FAQ page to learn the rules and get familiar with the features: http://www.aapg.org/career/aapg-net/discussion-boards-faq — pa...
0
355
09 May 2017 03:37 PM
0 Replies and 12 Views
Energy in Data 2021 - Altogether Immersive and Interactive Experience.
12
0
Started by
Patrick Ng
https://energyindata.org/ AAPG-SEG-SPE kicks off 2021 with a all-digital immersive and interactive joint event online. We have heard from AI/ML workshops over 2019-2020 that members express interest in creating a community to advance knowledge and share experience on their digital journey. EiD 2021 has taken the first step, and to build out the community, it is only a click away. Go online and register today.
0
12
12 Jan 2021 02:52 PM
0 Replies and 50 Views
AlphaFold 2.0
50
0
Started by
Andrew Munoz
DeepMind has made some major upgrades to AlphaFold because they are now able to successfully predict protein folding. This is going to be a major leap for using predictive analytics for disease research. I think it's great for everyone to know and understand leaps in deep learning in all fields. Naser Tamini has a great Medium article simplifying the result and explaining the solution: https://tamimi-naser.medium.com/unfolding-alphafold-683d576a54a3 I hope you enjoy! Andrew
0
50
03 Dec 2020 06:05 PM
0 Replies and 117 Views
Highlights on Tackle the Issues - Where should Machine Learning go (and not go)?
117
0
Started by
Patrick Ng
Observations - Dr. Lian and speaker Ball showed in examples simple architecture, random forest (RF) and support vector machine (SVM) work well in many cases (some as good as deep learning models). Q1: what does that tell us about ML model - simplicity vs complexity, and the direction Recap - much has to do with data / sampling. If we have lots of data, deep learning will do well. When we have limited data, RF and SVM may perform better (in supervised and unsupervis...
0
117
02 Oct 2020 05:21 PM
0 Replies and 68 Views
Business Acumen, Soft Skills and Machine Learning
68
0
Started by
Patrick Ng
In the opening Michel T. Halbouty Lecture: Business Acumen and Soft Skills in an Everchanging Exploration World Day: Duval talked about “soft skills” now considered all the more important since the “engineering” preparation of a prospective deal and the related technologies are and will be more and more dependent on data analytics, advanced approaches involving AI, machine learning, etc. Takeaway - two ML questions were raised in Chat, worthy of recap here. Q1: if you have physics based mo...
0
68
02 Oct 2020 01:53 PM
You are not authorized to create a new topic
Discussions
Technical Interest Groups
Deep Learning - Machine Learning TIG Discussions
Page 1 of 16
1
2
3
4
5
>
>>
Technical Interest Groups
--Carbon Capture Utilization and...
--Deep Learning - Machine Learni...
--Detrital Zircon TIG Discussion...
--Drones and Drone Data TIG Disc...
--Geomechanics and Hydraulic Fra...
--Petrophysics TIG Discussions
--Playmaker to Bulletin Article ...
--Produced Water Solutions TIG D...
--Unconventional Research TIG Di...
--Stratigraphy and Sedimentology...
--Triggered and Induced Seismici...
--Salt Basins TIG Discussions
--Geoscience Technicians and GIS...
Special Interest Group
--Jammin' GEOS SIG Discussions
--AAPG Women's Network SIG Discu...
--Visiting Geoscientist SIG Disc...
--Young Professionals SIG Discus...
--History of Petroleum Geology S...
--STEMulating Diversity and Incl...
See Also: EMD Blog
The Connected Worker
See Also: Explorer Article
Big Data, Deep Learning Workshop Coming in May
See Also: Explorer Emphasis Article
Advanced Machine Learning Models for Well Placement and Completion Optimization
See Also: Interview Video
Machine Learning with Susan Nash
See Also: Workshop
Success with Difficult Unconventionals
Navigation
About this TIG
Participants
TIG Discussions Board
Events
Activity & Reports
N.E.T. Pages
Technical Interest Groups (TIGs)
Special Interest Groups (SIGs)
Discussion Boards FAQ
Moderators
Andrew Munoz
Ensign Natural Resources
Profile
Patrick Ng
Real Core Energy
Profile
Headquarters Contacts
Susan Nash
Director, Innovation and Emerging Science and Technology
AAPG
Profile