AI-ML: Difference between revisions

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=AI/ML initiative=
{{Portal_color 
== Objectives of the Group ==
| image = Terrain_model2.png
The '''Artificial Intelligence / Machine Learning Initiative''' aims to help with the application of these technologies to the science of Earth Surface Dynamics Modeling.
| title_link = AIML_About
| title = AI&ML initiative
| one_liner = Applying Artificial Intelligence & Machine Learning technics to Earth Surface Modeling
| number_of_buttons = 4
| btn_1_text = About
| btn_1_link = AIML_About
| btn_1_ext = no
| btn_2_text = Conversations
| btn_2_link = AIML_Conversations
| btn_2_ext = no
| btn_3_text = Join
| btn_3_link = Join_AIML_initiative
| btn_3_ext = no
| btn_4_text = Training Data
| btn_4_link = AIML_Challenges
| btn_4_ext = no
}}
{{Block_2_Columns
| background_color = white


Four main activities are identified:
| title_col1 = Jobs
# Disseminate knowledge on techniques and applications. Especially to transmit know-how between users with different levels of experience and training, and from one domain of earth surface science to another. The aim is to make uptake of ML more efficient/time-effective for new entrants, and then extend the sophistication of applications to Earth Surface Dynamics Modeling (ESDM).
| text_col1 = Ready to make your next career move or eager to find a new colleague? Search here for new job opportunities or post an available position to the broader community.
# Foster the community using the email list, workshops, newsletter, tweets, generating proposals, (?)Github worked examples, etc.
| btn_1_text = Jobs
# Create an ideas/examples data-space on CSDMS pages for feature layers, preferably continent- or world-wide. This is probably the single most useful component for the membership because conceiving and making suitable training/testing feature layers for ML is a creative process.
| btn_1_link = AIML_Jobs


=== Background ===
| title_col2 = Events
A beginning to the activities took place on 24 May 2018 in the CSDMS Annual Meeting with a forum to decide whether to create an Initiative Group and then on the courses of action. Creation of the group was voted for overwhelmingly. The forum was convened by Chris Jenkins (INSTAAR, Boulder) and Jeff Obelcz (NRL, Stennis) and attended by over 40 people.
| text_col2 = Stay up to date on the latest research or present your own numerical breakthroughs at one of the events listed for you. Or advertise your event to the broader AI&ML community.
| btn_2_text = Events
| btn_2_link = AIML_relevant_Meetings
}}
{{Block_two_chairs
| background_color = #F5F5F5
| title = Chairs
| image_chair_1 = CJJ-Mar2019.png
| name_chair_1 = Chris Jenkins
| inst_chair_1 = University of Colorado
| dep_chair_1 = INSTAAR
| email_chair_1 = Chris.Jenkins@colorado.edu
| image_chair_2 = Jeffrey_Obelcz.jpg
| name_chair_2 = Jeffrey Obelcz
| inst_chair_2 = U. S. Naval Research Laboratory
| dep_chair_2 =  Stennis Space Center
| email_chair_2 = Jeffrey.Obelcz.ctr@nrlssc.navy.mil
}}
{{ScienceTeam
| background_color = white
| number_of_ST_members = 2
| narrative_ST = The chairs together with the science team below are moderating an AI&ML Conversation Portal using Twitter and Google Groups so members can interact, learn, and practice with ML tools. Use [[AIML_Conversations|the conversation]] in the portal to guide CSDMS directions in this modeling technology.


The proceedings are available online through CSDMS: [https://csdms.colorado.edu/wiki/AIandML Wiki], [https://drive.google.com/open?id=1ZA67j0voFQEjQjaGvmzW9pI_zD05ZUdQ Agenda] and [https://drive.google.com/open?id=1FbiSquHOb813kjmVSrDY14fBeZr9beXo Notes]. Following that the CSDMS Executive decided to form an Initiative Group as a matter of urgency within the Cyber Working Group, but which may be rearranged in the CSDMS structure at a future time.
| title = Science Team
| image_ST_1 =Kochanski.png
| name_ST_1 = Kelly Kochanski
| inst_ST_1 = University of Colorado
| dep_ST_1 = INSTAAR / Geological Sciences
| email_ST_1 = Kelly.Kochanski@colorado.edu


| image_ST_2 = Goldstein.jpg
| name_ST_2 = Evan Goldstein
| inst_ST_2 = UNC Greensboro
| dep_ST_2 =  Geography, Environment, and Sustainability
| email_ST_2 = ebgoldst@uncg.edu


 
}}
CJJ 31May2018

Latest revision as of 13:29, 16 August 2019

Terrain model2.png

AI&ML initiative


Applying Artificial Intelligence & Machine Learning technics to Earth Surface Modeling



AI&ML initiative

Applying Artificial Intelligence & Machine Learning technics to Earth Surface Modeling


AI&ML initiative

AI&ML initiative


About
Conversations
Join
Training Data
About
Conversations
Join
Training Data
About
Conversations
Join
Training Data
About
 
Conversations
 
Join
 
Training Data
 


Jobs


Ready to make your next career move or eager to find a new colleague? Search here for new job opportunities or post an available position to the broader community.

Jobs
Events


Stay up to date on the latest research or present your own numerical breakthroughs at one of the events listed for you. Or advertise your event to the broader AI&ML community.

Events

Chairs



CJJ-Mar2019.png


Chris Jenkins
University of Colorado
INSTAAR
Chris.Jenkins@colorado.edu

Jeffrey Obelcz.jpg


Jeffrey Obelcz
U. S. Naval Research Laboratory
Stennis Space Center
Jeffrey.Obelcz.ctr@nrlssc.navy.mil


Science Team


The chairs together with the science team below are moderating an AI&ML Conversation Portal using Twitter and Google Groups so members can interact, learn, and practice with ML tools. Use the conversation in the portal to guide CSDMS directions in this modeling technology.



Kochanski.png

Kelly Kochanski
University of Colorado
INSTAAR / Geological Sciences
Kelly.Kochanski@colorado.edu

Goldstein.jpg

Evan Goldstein
UNC Greensboro
Geography, Environment, and Sustainability
ebgoldst@uncg.edu

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