iMetaverseKG: Industrial Metaverse Knowledge Graph to Promote Interoperability in Design and Engineering Applications
The term metaverse was coined by author Neal Stephenson in 1992 in his science fiction
novel “Snow Crash.” 1 Metaverse is a conjunction of the Greek prefix “meta,” which means …
novel “Snow Crash.” 1 Metaverse is a conjunction of the Greek prefix “meta,” which means …
Geometry-aware PINNs for Turbulent Flow Prediction
Design exploration or optimization using computational fluid dynamics (CFD) is commonly
used in the industry. Geometric variation is a key component of such design problems …
used in the industry. Geometric variation is a key component of such design problems …
CFD Surrogates for Data Center Sustainability Using 3D U-Net Convolutional Neural Network
Data centers often suffer from energy inefficiencies caused by suboptimal heat flow, cooling
imbalances, and temperature disparities. Although Thermal Computational Fluid Dynamics …
imbalances, and temperature disparities. Although Thermal Computational Fluid Dynamics …
Using Parametric PINNs for Predicting Internal and External Turbulent Flows
Computational fluid dynamics (CFD) solvers employing two-equation eddy viscosity models
are the industry standard for simulating turbulent flows using the Reynolds-averaged Navier …
are the industry standard for simulating turbulent flows using the Reynolds-averaged Navier …