3 citations · 5 across the 3 of their papers we have counts for
3 papers
A Kernel-based Resource-efficient Neural Surrogate for Multi-fidelity Prediction of Aerodynamic Field
Apurba Sarker, Reza T. Batley, Darshan Sarojini +1
Surrogate models provide fast alternatives to costly aerodynamic simulations and are extremely useful in design and optimization applications. This study proposes the use of a rece…
Large-scale multidisciplinary design optimization of the NASA lift-plus-cruise concept using a novel aircraft design framework
Marius L. Ruh, Darshan Sarojini, Andrew Fletcher +2
The conceptual design of eVTOL aircraft is a high-dimensional optimization problem that involves large numbers of continuous design parameters. Therefore, eVTOL design method would…
Manifold Alignment-Based Multi-Fidelity Reduced-Order Modeling Applied to Structural Analysis
Christian Perron, Darshan Sarojini, Dushhyanth Rajaram +2
This work presents the application of a recently developed parametric, non-intrusive, and multi-fidelity reduced-order modeling method on high-dimensional displacement and stress f…