A bead random generation method revealing structure-function relation of magnetorheological fluids with arbitrary morphology particles

Physics of Fluids, Год журнала: 2025, Номер 37(4)

Опубликована: Апрель 1, 2025

The structure-function relation is crucial for guiding the preparation of magnetic intelligent materials with arbitrary particle morphologies. However, from experimental perspective, it both challenging and inefficient to elucidate this relationship, given scale randomness preparation. Here, we propose a multiscale computational method through superellipsoid morphology constraint equation bead random generation method, ensuring force-magnet coupling simulation morphologies an error only 2.24 %. mechanical behaviors, including magnetic-induced stress, dynamic response, anti-settlement, are systematically calculated comprehensively analyzed. derived dimensionless numbers exhibit strong correlation interactions, thereby revealing between behaviors This work develops accurate efficient investigating provides deep insights into morphology-induced demonstrating significant potential accelerate customized material design next-generation materials.

Язык: Английский

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Solution and applications of parameterized convective heat transfer equations using physics-informed neural networks

International Journal of Heat and Mass Transfer, Год журнала: 2025, Номер 247, С. 127040 - 127040

Опубликована: Апрель 26, 2025

Язык: Английский

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Lithofacies and sandstone reservoir characterization for geothermal assessment through artificial intelligence

Results in Engineering, Год журнала: 2025, Номер unknown, С. 105173 - 105173

Опубликована: Май 1, 2025

Язык: Английский

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Wind and Grid Energy-Based Onshore Beach Charging Station for Electric Vehicles: An Integration Infrastructure with Techno Economics, Sustainable Mobility, and Environmental Protection

Results in Engineering, Год журнала: 2025, Номер unknown, С. 105113 - 105113

Опубликована: Май 1, 2025

Язык: Английский

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Autofluorescence cascade nanozyme catalyzes in vivo ROS scavenging for precisive anti-neuroinflammation therapy

Chemical Engineering Journal, Год журнала: 2025, Номер unknown, С. 163217 - 163217

Опубликована: Май 1, 2025

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Full-scale experimental study of the surface cooling effect of prefabricated buildings utilizing passive radiative cooling under real operating conditions

Energy, Год журнала: 2025, Номер unknown, С. 136472 - 136472

Опубликована: Май 1, 2025

Язык: Английский

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Impact of confined nanofluid jets on the performance of solar Photovoltaic-thermal systems with dust deposition

Results in Engineering, Год журнала: 2025, Номер unknown, С. 105306 - 105306

Опубликована: Май 1, 2025

Язык: Английский

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A novel hybrid battery thermal management integrating phase change material and micro-channel liquid cooling

Applied Thermal Engineering, Год журнала: 2025, Номер unknown, С. 126721 - 126721

Опубликована: Май 1, 2025

Язык: Английский

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Drying kinetics, thermal performance, drying characteristic of different shaped potato samples: An experimental validation with mathematical model

Solar Energy Materials and Solar Cells, Год журнала: 2025, Номер 290, С. 113689 - 113689

Опубликована: Май 13, 2025

Язык: Английский

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Copper single atoms/atomic clusters modified electrocatalytic membrane for antibiotic removal and membrane fouling control via electro-Fenton reactions

Chemical Engineering Journal, Год журнала: 2025, Номер unknown, С. 163677 - 163677

Опубликована: Май 1, 2025

Язык: Английский

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