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As agreed at earlier CSDMS forums, the majAs agreed at earlier CSDMS forums, the major </br>impediment in using AI for modeling the deep-ocean</br>seafloor is a lack of training data, the data which guides the AI - </br>whichever set of algorithms is chosen. This clinic will expose participants to </br>globally-extensive datasets which are available through CSDMS.</br>It will debate the scientific questions of why certain data work well,</br>are appropriate to the processes, and are properly scaled.</br>Participants are encouraged to bring their own AI challenges to the clinic.ing their own AI challenges to the clinic.  +
Chris.jenkins@colorado.edu  +
CSDMS 2021: Changing Landscapes and Seascapes: Modeling for Discovery, Decision Making, and Communication  +
AI/ML Initiative/CSDCS, UC, Boulder  +
AI%26Seafloor_CSDMS_Clinic_CJJ_May2021_v2.pdf  +
Colorado  +
Training Datasets for Modeling with AI across the Deep-Ocean Seafloor  +
United States  +
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16:57:06, 11 January 2021  +
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22:34:20, 11 June 2025  +
training data sets  +  and AI/ML  +
Terrestrial Working Group  +, Coastal Working Group  +, Marine Working Group  +, Education and Knowledge Transfer (EKT) Working Group  +, Cyberinformatics and Numerics Working Group  +, Hydrology Focus Research Group  +, Chesapeake Focus Research Group  +, Critical Zone Focus Research Group  +, Human Dimensions Focus Research Group  +, Geodynamics Focus Research Group  +, Ecosystem Dynamics Focus Research Group  +, Coastal Vulnerability Initiative  +, Continental Margin Initiative  +, Artificial Intelligence & Machine Learning Initiative  +, Modeling Platform Interoperability Initiative  +  and River Network Modeling Initiative  +