Physics-informed neural networks for heat transfer problems

S Cai, Z Wang, S Wang… - Journal of Heat …, 2021 - asmedigitalcollection.asme.org
Physics-informed neural networks (PINNs) have gained popularity across different
engineering fields due to their effectiveness in solving realistic problems with noisy data and …

[HTML][HTML] Temperature measurement techniques for gas and liquid flows using thermographic phosphor tracer particles

C Abram, B Fond, F Beyrau - Progress in energy and combustion science, 2018 - Elsevier
Optical diagnostics for fluid temperature measurements continue to further our
understanding of flows involving heat transfer and/or chemical reactions, which are intrinsic …

[图书][B] Particle image velocimetry: a practical guide

M Raffel, CE Willert, F Scarano, CJ Kähler, ST Wereley… - 2018 - books.google.com
The development of Particle Image Velocimetry (PIV), a measurement technique, which
allows for capturing velocity information of whole? ow? elds in fractions of a second, has …

Particle image velocimetry measurement of indoor airflow field: A review of the technologies and applications

X Cao, J Liu, N Jiang, Q Chen - Energy and Buildings, 2014 - Elsevier
Quantifying the airflow field in building room or vehicle cabin is crucial for creating a thermal
comfortable and healthy indoor environment. Airflow field measurement can provide …

[HTML][HTML] Thermal boundary condition studies in large aspect ratio Rayleigh–Bénard convection

T Käufer, PP Vieweg, J Schumacher… - European Journal of …, 2023 - Elsevier
We study the influence of thermal boundary conditions on large aspect ratio Rayleigh–
Bénard convection by a joint analysis of experimental and numerical data sets for a Prandtl …

Liquid crystal microfluidics: surface, elastic and viscous interactions at microscales

A Sengupta, S Herminghaus, C Bahr - Liquid Crystals Reviews, 2014 - Taylor & Francis
The hydrodynamic properties of nematic liquid crystals are characterized by a complex
mutual coupling between flow, viscosity, and nematic order. While the flow behaviour of …

Fluorescent temperature sensing using triarylboron compounds and microcapsules for detection of a wide temperature range on the micro‐and macroscale

J Feng, L Xiong, S Wang, S Li, Y Li… - Advanced Functional …, 2013 - Wiley Online Library
Fluorescent temperature sensing has received increasing interest in a wide range of fields,
including fluid dynamics, micromechanics, and molecular cell biology. Here, a novel series …

Temperature and chemical composition of droplets by optical measurement techniques: a state-of-the-art review

F Lemoine, G Castanet - Experiments in fluids, 2013 - Springer
The measurement of the sizes and the velocities of droplets relies upon widespread and
well-established techniques, but characterizing their temperature and their composition …

Thermal analysis and management of lithium–titanate batteries

MR Giuliano, SG Advani, AK Prasad - Journal of Power Sources, 2011 - Elsevier
Battery electric vehicles and hybrid electric vehicles demand batteries that can store large
amounts of energy in addition to accommodating large charge and discharge currents …

[HTML][HTML] Comparison between image-and surface-derived displacement fields for landslide monitoring using an unmanned aerial vehicle

TA Teo, YJ Fu, KW Li, MC Weng, CM Yang - International Journal of Applied …, 2023 - Elsevier
The traditional particle image velocimetry technique generates a 2D displacement field for
landslide monitoring using multi-temporal unmanned aerial vehicle (UAV) orthoimages. As …