Indian Institute of Technology Dharwad

FLOWRRA: Flow Recognition Reconfiguration Agent

Abstract—This paper presents FLOWRRA (Flow Recognition Reconfiguration Agent), a novel flow recognition and self reconfiguring cognitive architecture that redefines the agent-environment boundary through recursive autopoiesis and retrocausal flow regulation. FLOWRRA draws upon an...

A hybrid water cloud model for leaf area index estimation using machine learning and physically based model derived Sentinel-2 vegetation descriptors

Monitoring crop health effectively requires robust and continuous estimation of Leaf Area Index (LAI). This study reports on the development of a hybrid Water Cloud Model (WCM) in which machine learning and physically based model derived Sentinel-2 vegetation descriptors are used...