2 papers
cs.LG2023
Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific applications
Vardhan Dongre, Gurpreet Singh Hora
The accessibility of spatially distributed data, enabled by affordable sensors, field, and numerical experiments, has facilitated the development of data-driven solutions for scien…
physics.flu-dyn2023
Surrogate Modeling of Urban Boundary-Layer Flow
Gurpreet S. Hora, Marco G. Giometto
Surrogate modeling is a viable solution for applications involving repetitive evaluations of expensive computational fluid dynamics models, such as uncertainty quantification and i…