INTERPLAY OF SENSOR QUANTITY, PLACEMENT AND SYSTEM DIMENSION IN POD-BASED SPARSE RECONSTRUCTION OF FLUID FLOWS

Interplay of Sensor Quantity, Placement and System Dimension in POD-Based Sparse Reconstruction of Fluid Flows

Sparse linear estimation of fluid flows using BLOND LIFE 9+ data-driven proper orthogonal decomposition (POD) basis is systematically explored in this work.Fluid flows are manifestations of nonlinear multiscale partial differential equations (PDE) dynamical systems with inherent scale separation that impact the system dimensionality.Given that spar

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Detection of Monkeypox from skin lesion images using deep learning networks and explainable artificial intelligence

Monkeypox (Mpox) resurfaced in January 2022 as a rare zoonotic disease that spreads to many countries.Though the Platter virus is not as dangerous as COVID-19, it has still caused many fatalities worldwide.The Mpox virus spreads when people are in close contact with infected individuals.Among many symptoms, the disease also causes skin rashes, and

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Understanding the effect of shifting cultivation practice (slash-burn-cultivation-abandonment) on soil physicochemical properties in the North-eastern Himalayan region

Shifting cultivation (jhum cultivation), a common practice of converting forest land into agricultural land by slash and burn is threatening the ecosystem.This study assesses the effect of shifting cultivation cycles on soil quality in the North-eastern Himalayan region using a minimum of soil properties.To achieve this goal, a soil quality index (

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