NH
Naira Hovakimyan
Principal Investigator
IntelinAir (Co-founder and Chief Scientist)
I'm working on
7 months ago
http://naira.mechse.illinois.edu/
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http://naira.mechse.illinois.edu/people/our-team/
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IntelinAir (Co-founder and Chief Scientist)
AI-Driven Crop Management Optimization for Carbon Sequestration and Yield
Deep reinforcement learning solution for optimizing agricultural management practices to maximize soil carbon sequestration while boosting crop yield. Uses an APSIM-based crop and soil simulator trained with deep RL algo...
TechnologyConceptualCompany
IntelinAir (Co-founder and Chief Scientist)
Meta-learning enhanced crop yield prediction model for multi-crop and multi-region deployment
A meta-learning augmented LF-CNN model that enables accurate crop yield prediction across different crops and regions using limited training data. This technology overcomes the big data barrier in agricultural analytics,...
TechnologyConceptualCompany
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