Geoweaver: New AI Workflow Management System in New Decade
Ziheng Sun
Liping Di
Annie Burgess
10.6084/m9.figshare.11626299.v1
https://esip.figshare.com/articles/presentation/Geoweaver_New_AI_Workflow_Management_System_in_New_Decade/11626299
This presentation analyzes the state of art of AI in geosciences and address the bottleneck challenges we are facing today. It rethinks the whole problem from both mathematic and engineering perspectives and proposes GeoWeaver as our solution. It introduces how GeoWeaver can help solve these problems to significantly improve the efficiency of adopting AI in geosciences. This presentation was given at the Earth Science Information Partners (ESIP) Winter Meeting held in Bethesda, MD in January 2020.<br>
2020-01-30 23:23:02
scientific workflow management system
machine learning
hybrid workflow
provenance
programming platform
artificial intelligence
automation
knowledge sharing
version control
geosciences
ESIP Winter 2020
Web Technologies (excl. Web Search)
Distributed Computing
Artificial Intelligence and Image Processing
Knowledge Representation and Machine Learning
Agriculture, Land and Farm Management not elsewhere classified
Information Systems Management
Geospatial Information Systems
Machine Tools
Automation and Control Engineering
Control Systems, Robotics and Automation