Modifying the performance kinetics in the shell-and-multi tube latent heat storage system via dedicated finned tubes for building applications DOI
M. A. Said, Hakim S. Sultan Aljibori, Jasim M. Mahdi

et al.

Journal of Building Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 110722 - 110722

Published: Sept. 1, 2024

Language: Английский

Physics-informed neural networks for two-phase film boiling heat transfer DOI Creative Commons
Darioush Jalili, Yasser Mahmoudi

International Journal of Heat and Mass Transfer, Journal Year: 2025, Volume and Issue: 241, P. 126680 - 126680

Published: Jan. 10, 2025

Language: Английский

Citations

2
Discharge optimization in shell-and-tube latent heat storage systems using response surface methodology DOI Creative Commons

Seyedmojtaba Sajadian,

Kh. Hosseinzadeh,

Shahin Akbari

et al.

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104157 - 104157

Published: Jan. 1, 2025

Language: Английский

Citations

1
Prediction of ground movement-induced pipe responses considering variable PGD magnitudes using physics-informed neural networks and transfer learning DOI Creative Commons
Pouya Taraghi, Yong Li, Samer Adeeb

et al.

Engineering Structures, Journal Year: 2025, Volume and Issue: 332, P. 120018 - 120018

Published: March 13, 2025

Language: Английский

Citations

0
Enhancing absorption performance in metal hydride hydrogen storage: Implementation of fins and a water jacket DOI Creative Commons
Dong-Hee Lee, Yasser Mahmoudi, Vincenzo Spallina

et al.

International Journal of Hydrogen Energy, Journal Year: 2025, Volume and Issue: 116, P. 577 - 590

Published: March 14, 2025

Language: Английский

Citations

0
Recent advances of helical baffle heat exchangers: Principles, structural optimization, application and beyond DOI
Lin Cheng, Zhan Liu, Huaduo Gu

et al.

Applied Thermal Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 126390 - 126390

Published: April 1, 2025

Language: Английский

Citations

0
CFD-Driven Evaluation of Winglet Cant Angle: Insights into Aerodynamic and Aeroacoustic Performance DOI Creative Commons
Seyed Amir Hossein Madani,

Erfan Vaezi,

Amir Keshmiri

et al.

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104759 - 104759

Published: April 1, 2025

Language: Английский

Citations

0
Advances in boiling and evaporative heat transfer science and applications DOI
Hussam Jouhara, Adam Robinson

International Journal of Heat and Mass Transfer, Journal Year: 2025, Volume and Issue: unknown, P. 127047 - 127047

Published: April 1, 2025

Language: Английский

Citations

0
Physics-Informed Neural Networks in Polymers: A Review DOI Open Access
Ivan Malashin, В С Тынченко, Andrei Gantimurov

et al.

Polymers, Journal Year: 2025, Volume and Issue: 17(8), P. 1108 - 1108

Published: April 19, 2025

The modeling and simulation of polymer systems present unique challenges due to their intrinsic complexity multi-scale behavior. Traditional computational methods, while effective, often struggle balance accuracy with efficiency, especially when bridging the atomistic macroscopic scales. Recently, physics-informed neural networks (PINNs) have emerged as a promising tool that integrates data-driven learning governing physical laws system. This review discusses development application PINNs in context science. It summarizes recent advances, outlines key methodologies, analyzes benefits limitations using for property prediction, structural design, process optimization. Finally, it identifies current future research directions further leverage advanced modeling.

Language: Английский

Citations

0
A numerical study on the mixing time prediction of miscible liquids with high viscosity ratios in turbulently stirred vessels DOI Creative Commons
Seyed Sorosh Mirfasihi, Wrichik Basu, Philip A. Martin

et al.

Chemical Engineering Science, Journal Year: 2024, Volume and Issue: unknown, P. 120944 - 120944

Published: Nov. 1, 2024

Language: Английский

Citations

1
Modifying the performance kinetics in the shell-and-multi tube latent heat storage system via dedicated finned tubes for building applications DOI
M. A. Said, Hakim S. Sultan Aljibori, Jasim M. Mahdi

et al.

Journal of Building Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 110722 - 110722

Published: Sept. 1, 2024

Language: Английский

Citations

0