11 citations · 14 across the 4 of their papers we have counts for
4 papers
Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending
Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani +1
Given a {features, target} dataset, we introduce an incremental algorithm that constructs an aggregate regressor, using an ensemble of neural networks. It is well known that ensemb…
A Principal-Agent Model of Systems Engineering Processes with Application to Satellite Design
Salar Safarkhani, Vikranth Reddy Kattakuri, Ilias Bilionis +1
We present a principal-agent model of a one-shot, shallow, systems engineering process. The process is one-shot in the sense that decisions are made during one time step and that t…
Towards a Theory of Systems Engineering Processes: A Principal-Agent Model of a One-Shot, Shallow Process
Salar Safarkhani, Ilias Bilionis, Jitesh Panchal
Systems engineering processes coordinate the effort of different individuals to generate a product satisfying certain requirements. As the involved engineers are self-interested ag…
Uncertainty quantification of thermal conductivities from equilibrium molecular dynamics simulations
Zuyuan Wang, Salar Safarkhani, Guang Lin +1
Equilibrium molecular dynamics (EMD) simulations along with the Green-Kubo formula have been widely used to calculate lattice thermal conductivities. Previous studies, however, foc…