Three-dimensional wake transition of rectangular cylinders and temporal prediction of flow patterns based on a machine learning algorithm

A Mashhadi, A Sohankar, MM Moradmand - Physics of Fluids, 2024 - pubs.aip.org
This study investigates the three-dimensional (3D) wake transition in unconfined flows over
rectangular cylinders using direct numerical simulation (DNS). Two different cross-sectional …

Prediction of wind load power spectrum on high-rise buildings by various machine learning algorithms

Y Li, PK Yin, FB Chen - Structures, 2024 - Elsevier
To evaluate the suitability of machine learning algorithms in predicting wind effects on high-
rise buildings, this study investigates the prediction of wind load power spectrum for the …

The prediction on non-Gaussian characteristics of wind pressure for the long-span roof in the mountainous area using proper orthogonal decomposition–deep …

X Zhang, C Pei, M Liu, X Yang, X Cheng - Physics of Fluids, 2024 - pubs.aip.org
To make an accurate prediction of the non-Gaussian characteristics of wind pressure for the
long-span roof, this study combines the proper orthogonal decomposition (POD) technique …

Prediction of the transient coolant jet released from the nose cone at supersonic flow via machine learning

AB Ali, M Yasiri, P Ghodratallah, K Sharma, N Raj… - Scientific Reports, 2025 - nature.com
In this paper, the usage of a predictive surrogate model for the estimate of flow variables in
the transient phase of coolant injection from the nose cone by combining the Long Short …

[HTML][HTML] A comprehensive review, CFD and ML analysis of flow around tandem circular cylinders at sub-critical Reynolds numbers

MN Amer, A Abuelyamen, VB Parezanović, AK Alkaabi… - 2025 - Elsevier
The hybrid review paper meticulously examines crucial research on tandem cylinders
across a broad range of Reynolds (R e) numbers, extending up to 170, 000 for Strouhal (S t) …

Air pollutant removal performance using a BiLSTM-based demand-controlled ventilation method after tunnel blasting

F An, D Yang, H Wei - Journal of Wind Engineering and Industrial …, 2024 - Elsevier
Efficient tunnel ventilation is essential for ensuring construction safety and protecting
personnel health during tunnel construction. This study proposes a demand-controlled …

A non-destructive detection method of protein and TVB-N content changes in refrigerated and frozen-thawed salmon fillets using fluorescence hyperspectral …

Z Zou, M Li, Q Wang, Q Wu, J Zhen, D Yuan… - Journal of Food …, 2024 - Elsevier
This study proposed a practical predictive method for non-destructive detection of protein
and total volatile basic nitrogen (TVB-N) content in refrigerated and frozen-thawed salmon …

Scientific preparation for JRT: Wind pressure prediction model for large radio telescope based on real data from multi-sensors

R Wu, Z Cao, F Wang, R Rao, Y Huang, R Hu - Heliyon, 2024 - cell.com
**gdong 120-meter radio telescope (JRT) is poised to become the world's largest single-
aperture fully steerable medium-low frequency radio telescope. However, like other large …

Experimental study on vortex-induced vibration and aerodynamic characteristics of a closed box girder with L-shaped deflectors

X Zhao, B An, X Yang, J Li, H Bai - Physics of Fluids, 2025 - pubs.aip.org
This study investigates the vortex-induced vibration (VIV) performance of closed-box girders
with and without L-shaped deflectors through synchronized vibration and pressure …

Data-Driven Full-Field Prediction of Rotorcraft Fuselage Using Measurable Acceleration Response

H Kim, H Kim, I Jeong, WR Kang, H Lee, H Cho - AIAA Journal, 2025 - arc.aiaa.org
This paper presents a study aimed at predicting the full-field acceleration response of a
rotorcraft fuselage. The prediction was achieved from the acceleration response observed at …