CFD study ranks water-heated collector factors for natural gas preheating
A validated CFD study of a water-heated flat-plate solar collector found that flow rate, absorber material and geometry influenced modeled ...
Tag: computational fluid dynamics
CarBench benchmarks neural surrogates for 3D car aerodynamics
CarBench evaluates 11 neural-surrogate configurations on more than 8,000 high-fidelity car simulations, comparing accuracy, pressure-field fidelity, efficiency, uncertainty and cross-category ...
NACA 2412 Leads Five-Airfoil Low-Speed CFD Comparison
A controlled CFD comparison found NACA 2412 had the highest lift-to-drag ratio among five NACA 24-series airfoils, while a scaled ...
Two L-shaped fins optimize Lauric-acid storage cycle in simulation
A computational comparison found that two moderately thick aluminum L-shaped fins gave the best tested charging–discharging balance for a rectangular ...
Research report: Teaching heat exchanger design using COMSOL Multiphysics in a computer-based lab
Chemical engineering students at Imperial College London are now learning the intricacies of heat exchanger design through a computer-based laboratory ...
Physics-informed AI reduces errors in aneurysm flow reconstructions
A physics-informed residual network reconstructed aneurysm blood-flow fields more accurately than standard machine-learning models, with its strongest gains appearing in ...
Physics-trained networks accelerate wind and pressure simulations
Physics-regularised neural networks trained on 292 simulations predicted fine-scale wind and pressure fields in seconds, while conservation penalties improved physical ...
Carotid Geometry Links to Stenosis and Disturbed Blood Flow
A cross-sectional MRI and computational fluid dynamics study links carotid geometry to both arterial stenosis and potentially pro-atherogenic flow patterns, ...
AI Morphs Wind Turbine Blades Into Shapes No Engineer Would Guess
A Design-by-Morphing and Bayesian optimization framework explored 5.8 million vertical-axis wind turbine configurations and found a hybrid blade design that ...
CFD framework maps hydrodynamic design space for bioreactor process transfer
A CFD-based framework using power dissipation per unit volume, shear stress, and mixing time defines a quantitative hydrodynamic design space ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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