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Entropy production associated with magnetohydrodynamics (MHD) thermo-solutal natural convection of non-Newtonian MWCNT-SiO-EG hybrid nano-coolant.
Heliyon
August 2024
Department of Mathematics & Physics, North South University (NSU), Dhaka, Bangladesh.
This article investigates the convective thermal and solutal exchange from the active walls of a trapezium chamber which is filled with multi-walled carbon nanotubes (MWCNT)-silicon dioxide (SiO)-ethylene glycol-water hybrid nano-coolant. The hybrid nano-coolant exhibits non-Newtonian shear-thinning rheology and is modeled by the power-law viscosity as per an exploratory report. The convection is generated by both the thermal and solutal buoyancy forces in the presence of a magnetic field.
View Article and Find Full Text PDFMitigating carbon footprint for knowledge distillation based deep learning model compression.
PLoS One
May 2023
Apurba NSU R&D Lab, Department of Electrical and Computer Engineering North South University, Dhaka, Bangladesh.
Deep learning techniques have recently demonstrated remarkable success in numerous domains. Typically, the success of these deep learning models is measured in terms of performance metrics such as accuracy and mean average precision (mAP). Generally, a model's high performance is highly valued, but it frequently comes at the expense of substantial energy costs and carbon footprint emissions during the model building step.
View Article and Find Full Text PDFA mathematical model of Guinea worm disease in Chad with fish as intermediate transport hosts.
J Theor Biol
July 2021
Department of Mathematics and Applied Mathematics, Virginia Commonwealth University, Richmond, VA 23284-2014, USA. Electronic address:
Guinea-worm disease (GWD) was thought to be almost eliminated in Chad when it reemerged in 2010. The disease now shows a peculiar pattern of spreading along Chari River and its tributaries, rather than clustering around a particular drinking water source. We create a mathematical model of GWD that includes the population dynamics of the parasite as well as the dynamics of its hosts (copepods, fish, humans, and domestic dogs).
View Article and Find Full Text PDFEmpiric NSU treatment needs updating.
Sex Transm Infect
August 2014
Infectious Disease Department, B2 Clinic, Fremantle Hospital, Perth, Western Australia, Australia.
Study of absorption and reflection in solid-state random laser media.
Appl Opt
July 2004
Center for Materials Research, Norfolk State University, Norfolk, Virginia 23504, USA.
Comparing the absorption spectrum of a single-crystalline material and the reflection spectrum of its powder, we have derived a simple empirical formula for the reflection coefficient of absorbing powder. The proposed equation, which slightly resembles the Lambert-Beer law for transmission, does not correspond to the equation derived in the approximation of a simple one-dimensional diffusion model.
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