Research graph
References from FEM-ANN-GNN modeling of MHD Darcy–Forchheimer Boger nanofluid flow with coupled heat–mass transfer in a Y-shaped hourglass cavity. Local targets link to admitted publications; unresolved targets remain external evidence.
A case study on morphological aspects of distinct magnetized 3D hybrid nanoparticles on fluid flow between two orthogonal rotating disks: an application of thermal energy systems
10.1016/j.csite.2020.100744 · 2021 · External reference
Unresolved reference
External reference
Artificial intelligence and numerical simulations for Cattaneo–Christov heat and mass fluxes of nano-encapsulated phase change materials in a zigzag porous cavity
10.1016/j.est.2024.111750 · 2024 · External reference
Boger nanofluid: significance of Coriolis and Lorentz forces on dynamics of rotating fluid subject to suction/injection via finite element simulation
10.1038/s41598-022-05487-2 · 2022 · External reference
Numerical investigation of double diffusion of NEPCM around oscillating cylinders in a curved cavity using ISPH and machine learning
10.1108/hff-08-2025-0632 · 2026 · External reference
An efficient FEM approach for Soret and Dufour effect in non-Newtonian fluid enclosed between two equilateral triangular cavity
10.1016/j.icheatmasstransfer.2023.107227 · 2024 · External reference
Hybrid ISPH-AI simulation of oscillating tree and T-shaped fins driven double diffusion of NEPCM in an hourglass-shaped porous cavity under magnetic, radiative, and reactive conditions
2025 · External reference
Numerical investigation of buoyant convection in a porous C-shaped cavity using water-hybrid nanofluids: artificial neural network analysis for enhanced solar collector thermal management
10.1007/s13201-025-02591-2 · 2025 · External reference
Unresolved reference
1987 · External reference
Viscoelastic flows through contractions
10.1146/annurev.fl.19.010187.001105 · 1987 · External reference
Further observations of elastic effects in tubular entry flows
10.1016/0377-0257(86)80014-3 · 1986 · External reference
Natural convection experiments on a heated horizontal cylinder in a differentially heated square cavity
10.1016/j.expthermflusci.2012.06.009 · 2013 · External reference
Modeling the influence of nanoparticles and gyrotactic microorganisms on natural convection in a heated square cavity using artificial neural network (ANN)
10.1615/heattransres.2024049994 · 2024 · External reference
Numerical analysis of heat transfer by natural convection of a nano-encapsulated phase-change materials in a porous cavity with heated cylinders
10.1016/j.icheatmasstransfer.2025.110262 · 2026 · External reference
Natural convection of air in a square cavity: a bench mark numerical solution
10.1002/fld.1650030305 · 1983 · External reference
Natural convection in wavy cavities with nanofluids: a comprehensive review
10.1007/s10973-025-15212-6 · 2026 · External reference
Numerical study of tri-hybrid nanofluids in a rectangular cavity with an enclosed circle via COMSOL and Levenberg-Marquardt method
10.1016/j.engappai.2026.114089 · 2026 · External reference
Thermal insights into magnetized ternary nanofluid flow: a novel paradigm integrating graph-neural network and Keller-box approach
10.1080/19942060.2025.2597952 · 2026 · External reference
Impact of heated obstacle position on magneto-hybrid nanofluid flow in a lid-driven porous cavity with Cattaneo-Christov heat flux pattern
10.1016/j.aej.2020.10.011 · 2021 · External reference
Buoyancy-driven heat transfer enhancement in a two-dimensional enclosure using nanofluids
10.1016/s0017-9310(03)00156-x · 2003 · External reference
Artificial neural network analysis of Boger nanofluid natural convection with thermal radiation in a triangular cavity containing a semi-circular obstacle
10.1007/s10973-025-15206-4 · 2026 · External reference
Investigating the effect of non-Newtonian hybrid nanofluid on heat transfer from a heated oscillating cylinder in a trapezoidal cavity
10.2139/ssrn.6021750 · 2026 · External reference
Investigations of thermal conductivity and viscosity of nanofluids
10.1016/j.ijthermalsci.2007.05.004 · 2008 · External reference
Three dimensional Boger nanofluid flow explored with carbon nanotubes over a Riga plate
10.1166/jon.2020.1736 · 2020 · External reference
On the formulation of rheological equations of state
1950 · External reference
Discretization of thermofluidic behavior of the combined effects of MHD conjugate mixed convection and joule heating in a lid-driven Z-shaped cavity containing double rotating cylinders
10.1002/htj.70085 · 2026 · External reference
Graph machine learning framework for gravimetry data analysis and cavity detection
10.1109/tai.2025.3648693 · 2025 · External reference
Computational study on entropy generation in Casson nanofluid flow with motile gyrotactic microorganisms using finite difference method
10.1016/j.chaos.2024.115758 · 2025 · External reference
Influence of viscosity and thermal conductivity in Boger nanofluid flow through porous disk: finite difference analysis
10.1007/s10973-024-13746-9 · 2025 · External reference
Heat transfer investigation of thermally radiative nano–encapsulated phase change materials (NEPCMs) in a thermal energy storage device with heat source and microorganisms
10.1016/j.icheatmasstransfer.2025.109760 · 2025 · External reference
Heat transfer analysis of ternary magnetic nanofluid flow inside a square cavity with thermal radiation
10.1615/specialtopicsrevporousmedia.2025060110 · 2026 · External reference
A review on the control parameters of natural convection in different shaped cavities with and without nanofluid
10.3390/pr8091011 · 2020 · External reference
Effects of using perforated fins on the melting in different type heated trapezoidal cavity equipped with encapsulated PCM during forced convection and modeling with FNN/GNN
10.1016/j.est.2025.116928 · 2025 · External reference
Nanofluid flow and heat transfer in a cavity with variable magnetic field
10.1016/j.amc.2016.11.025 · 2017 · External reference
Numerical study on buoyant convection and thermal radiation in a cavity with various thermal sources and Cattaneo-Christov heat flux
10.1016/j.csite.2021.101207 · 2021 · External reference
Thermosolutal convection of a Casson ternary hybrid nanofluid in a plus-shaped cavity with a Central cold fin
10.1108/hff-01-2026-0068 · 2026 · External reference
Entropy generation analysis of radiative nanofluid flow inside a permeable chamber with heat generating source
10.1108/wje-08-2025-0581 · 2026 · External reference
Unsteady entropy generation in nanofluid flow inside a square cavity with chemical reaction, radiation and Cattaneo–Christov heat flux
10.1108/hff-11-2025-0861 · 2026 · External reference
Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks
10.1038/s41598-023-43972-4 · 2023 · External reference
Numerical study of mixed convection flows in a square lid-driven cavity using nanofluid
10.1016/j.icheatmasstransfer.2009.08.013 · 2010 · External reference
Thermal performance enhancement in a novel hour glass cavity inserting inner RVW filled with air and water: a CFD study of natural convection flow with RSM and sensitivity analysis
2026 · External reference
Optimization of MHD flow within trapezoidal cavity containing hybrid nanofluid by artificial neural network
10.1108/hff-01-2024-0058 · 2024 · External reference
Natural convection of air in a square cavity: a bench mark numerical solution
10.1002/fld.1650030305 · ExternalCitation · doi-reference
Discretization of thermofluidic behavior of the combined effects of MHD conjugate mixed convection and joule heating in a lid-driven Z-shaped cavity containing double rotating cylinders
10.1002/htj.70085 · ExternalCitation · doi-reference
Influence of viscosity and thermal conductivity in Boger nanofluid flow through porous disk: finite difference analysis
10.1007/s10973-024-13746-9 · ExternalCitation · doi-reference
Artificial neural network analysis of Boger nanofluid natural convection with thermal radiation in a triangular cavity containing a semi-circular obstacle
10.1007/s10973-025-15206-4 · ExternalCitation · doi-reference
Natural convection in wavy cavities with nanofluids: a comprehensive review
10.1007/s10973-025-15212-6 · ExternalCitation · doi-reference
Numerical investigation of buoyant convection in a porous C-shaped cavity using water-hybrid nanofluids: artificial neural network analysis for enhanced solar collector thermal management
10.1007/s13201-025-02591-2 · ExternalCitation · doi-reference
Further observations of elastic effects in tubular entry flows
10.1016/0377-0257(86)80014-3 · ExternalCitation · doi-reference
Impact of heated obstacle position on magneto-hybrid nanofluid flow in a lid-driven porous cavity with Cattaneo-Christov heat flux pattern
10.1016/j.aej.2020.10.011 · ExternalCitation · doi-reference
Nanofluid flow and heat transfer in a cavity with variable magnetic field
10.1016/j.amc.2016.11.025 · ExternalCitation · doi-reference
Computational study on entropy generation in Casson nanofluid flow with motile gyrotactic microorganisms using finite difference method
10.1016/j.chaos.2024.115758 · ExternalCitation · doi-reference
A case study on morphological aspects of distinct magnetized 3D hybrid nanoparticles on fluid flow between two orthogonal rotating disks: an application of thermal energy systems
10.1016/j.csite.2020.100744 · ExternalCitation · doi-reference
Numerical study on buoyant convection and thermal radiation in a cavity with various thermal sources and Cattaneo-Christov heat flux
10.1016/j.csite.2021.101207 · ExternalCitation · doi-reference
Numerical study of tri-hybrid nanofluids in a rectangular cavity with an enclosed circle via COMSOL and Levenberg-Marquardt method
10.1016/j.engappai.2026.114089 · ExternalCitation · doi-reference
Artificial intelligence and numerical simulations for Cattaneo–Christov heat and mass fluxes of nano-encapsulated phase change materials in a zigzag porous cavity
10.1016/j.est.2024.111750 · ExternalCitation · doi-reference
Effects of using perforated fins on the melting in different type heated trapezoidal cavity equipped with encapsulated PCM during forced convection and modeling with FNN/GNN
10.1016/j.est.2025.116928 · ExternalCitation · doi-reference
Natural convection experiments on a heated horizontal cylinder in a differentially heated square cavity
10.1016/j.expthermflusci.2012.06.009 · ExternalCitation · doi-reference
Numerical study of mixed convection flows in a square lid-driven cavity using nanofluid
10.1016/j.icheatmasstransfer.2009.08.013 · ExternalCitation · doi-reference
An efficient FEM approach for Soret and Dufour effect in non-Newtonian fluid enclosed between two equilateral triangular cavity
10.1016/j.icheatmasstransfer.2023.107227 · ExternalCitation · doi-reference
Heat transfer investigation of thermally radiative nano–encapsulated phase change materials (NEPCMs) in a thermal energy storage device with heat source and microorganisms
10.1016/j.icheatmasstransfer.2025.109760 · ExternalCitation · doi-reference
Numerical analysis of heat transfer by natural convection of a nano-encapsulated phase-change materials in a porous cavity with heated cylinders
10.1016/j.icheatmasstransfer.2025.110262 · ExternalCitation · doi-reference
Investigations of thermal conductivity and viscosity of nanofluids
10.1016/j.ijthermalsci.2007.05.004 · ExternalCitation · doi-reference
Buoyancy-driven heat transfer enhancement in a two-dimensional enclosure using nanofluids
10.1016/s0017-9310(03)00156-x · ExternalCitation · doi-reference
Boger nanofluid: significance of Coriolis and Lorentz forces on dynamics of rotating fluid subject to suction/injection via finite element simulation
10.1038/s41598-022-05487-2 · ExternalCitation · doi-reference
Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks
10.1038/s41598-023-43972-4 · ExternalCitation · doi-reference
Thermal insights into magnetized ternary nanofluid flow: a novel paradigm integrating graph-neural network and Keller-box approach
10.1080/19942060.2025.2597952 · ExternalCitation · doi-reference
Optimization of MHD flow within trapezoidal cavity containing hybrid nanofluid by artificial neural network
10.1108/hff-01-2024-0058 · ExternalCitation · doi-reference
Thermosolutal convection of a Casson ternary hybrid nanofluid in a plus-shaped cavity with a Central cold fin
10.1108/hff-01-2026-0068 · ExternalCitation · doi-reference
Numerical investigation of double diffusion of NEPCM around oscillating cylinders in a curved cavity using ISPH and machine learning
10.1108/hff-08-2025-0632 · ExternalCitation · doi-reference
Unsteady entropy generation in nanofluid flow inside a square cavity with chemical reaction, radiation and Cattaneo–Christov heat flux
10.1108/hff-11-2025-0861 · ExternalCitation · doi-reference
Entropy generation analysis of radiative nanofluid flow inside a permeable chamber with heat generating source
10.1108/wje-08-2025-0581 · ExternalCitation · doi-reference
Graph machine learning framework for gravimetry data analysis and cavity detection
10.1109/tai.2025.3648693 · ExternalCitation · doi-reference
Viscoelastic flows through contractions
10.1146/annurev.fl.19.010187.001105 · ExternalCitation · doi-reference
Three dimensional Boger nanofluid flow explored with carbon nanotubes over a Riga plate
10.1166/jon.2020.1736 · ExternalCitation · doi-reference
Modeling the influence of nanoparticles and gyrotactic microorganisms on natural convection in a heated square cavity using artificial neural network (ANN)
10.1615/heattransres.2024049994 · ExternalCitation · doi-reference
Heat transfer analysis of ternary magnetic nanofluid flow inside a square cavity with thermal radiation
10.1615/specialtopicsrevporousmedia.2025060110 · ExternalCitation · doi-reference
Investigating the effect of non-Newtonian hybrid nanofluid on heat transfer from a heated oscillating cylinder in a trapezoidal cavity
10.2139/ssrn.6021750 · ExternalCitation · doi-reference
A review on the control parameters of natural convection in different shaped cavities with and without nanofluid
10.3390/pr8091011 · ExternalCitation · doi-reference
