Machine-learning methods for computational science and engineering

M Frank, D Drikakis, V Charissis - Computation, 2020 - mdpi.com
The re-kindled fascination in machine learning (ML), observed over the last few decades,
has also percolated into natural sciences and engineering. ML algorithms are now used in …

Multiscale computational fluid dynamics

D Drikakis, M Frank, G Tabor - Energies, 2019 - mdpi.com
Computational Fluid Dynamics (CFD) has numerous applications in the field of energy
research, in modelling the basic physics of combustion, multiphase flow and heat transfer; …

Nanoconfined fluids: What can we expect from them?

C Sun, R Zhou, Z Zhao, B Bai - The Journal of Physical Chemistry …, 2020 - ACS Publications
Nanoconfined fluids (NCFs), which are confined in nanospaces, exhibit distinctive
nanoscale effects, including surface effects, small-size effects, quantum effects, and others …

Quantitative analysis on the heat transfer modes in the process of thermal runaway propagation in lithium-ion battery pack under confined and semi-confined space

W Yan, Z Wang, S Chen - International Journal of Heat and Mass Transfer, 2021 - Elsevier
Thermal runaway (TR) may propagate in a lithium-ion battery (LIB) pack in confined and
semi-confined spaces, because of insufficient heat dissipation. This may induce accidents …

Molecular dynamic simulation to study the effects of roughness elements with cone geometry on the boiling flow inside a microchannel

M Zarringhalam, H Ahmadi-Danesh-Ashtiani… - International Journal of …, 2019 - Elsevier
Present work studies effects of presence of surface roughness elements with cone geometry
on the boiling flow behavior of Argon fluid inside microchannels which are affected by …

Study of engine-oil based CNT nanofluid flow on a rotating cylinder with viscous dissipation

M Khan, M Sarfraz, A Ahmed, MY Malik… - Physica …, 2021 - iopscience.iop.org
An axisymmetric viscous carbon nanotube (CNT) nanofluid flow exterior to a rotating circular
cylinder of radius a 0 along with viscous dissipation and magnetohydrodynamic (MHD) is …

Designing antiviral surfaces to suppress the spread of COVID-19

S Chatterjee, JS Murallidharan, A Agrawal… - Physics of …, 2021 - pubs.aip.org
Surface engineering is an emerging technology to design antiviral surfaces, especially in the
wake of COVID-19 pandemic. However, there is yet no general understanding of the rules …

Computational study on synovial fluid flow behaviour in cartilage contact gap under osteoarthritic condition

JJ Liao, S Miramini, X Liu, L Zhang - Computers in Biology and Medicine, 2020 - Elsevier
This study numerically investigates the pathological changes of fluid flow in cartilage contact
gap due to the changes in cartilage surface roughness and synovial fluid characteristics in …

[HTML][HTML] Grain size effects on nanocutting behaviour modelling based on molecular dynamics simulations

M Papanikolaou, K Salonitis - Applied Surface Science, 2021 - Elsevier
Grain size is one of the most critical factors affecting the mechanical and thermal properties
of metallic materials. In this study the effect of the grain size of a workpiece made of pure …

Measurement pitting morphology characteristic of corroded steel surface and fractal reconstruction model

R Songbo, K Chao, G Ying, G Song, Z Shenghui… - Measurement, 2022 - Elsevier
Corrosion is one of inevitable problems of constructional steel exposed to atmospheric
environment in the long time, of which the quantification usually plays a key role in the …