Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer
Numerical simulation of fluid flow plays an essential role in modeling many physical phenomena, which enables technological advancements, contributes to sustainable practices, and expands our understanding of various natural and engineered systems. The calculation of heat transfer in fluid flow in s...
Main Authors: | Yuri Koide, Arjun J. Kaithakkal, Matthias Schniewind, Bradley P. Ladewig, Alexander Stroh, Pascal Friederich |
---|---|
Format: | Article |
Language: | English |
Published: |
AIP Publishing LLC
2024-03-01
|
Series: | APL Machine Learning |
Online Access: | http://dx.doi.org/10.1063/5.0187783 |
Similar Items
-
Laminar free convection heat transfer in a vertical channel with linear wall temperatures
by: Stefany, Nelson E, et al.
Published: (2012) -
NUMERICAL INVESTIGATION OF LAMINAR MIXED CONVECTION IN TROMBE WALL CHANNEL
by: Saad M. Saleh, et al.
Published: (2011-08-01) -
Laminar forced convection heat transfer in curved rectangular channels/
by: 495884 Cheng, K. C., et al. -
Calculation of radiative heat transfer in laminar fluid flow in a channel
by: U. V. Vidin, et al.
Published: (2017-12-01) -
Conjugate Heat Transfer of Laminar Air Flow in Rectangular Mini Channel
by: ali aljelawy, et al.
Published: (2022-07-01)