91 citations · 120 across the 8 of their papers we have counts for
4 papers · 1 filter
Transfer Learning for Input Estimation of Vehicle Systems
Liam M. Cronin, Soheil Sadeghi Eshkevari, Debarshi Sen +1
This study proposes a learning-based method with domain adaptability for input estimation of vehicle suspension systems. In a crowdsensing setting for bridge health monitoring, veh…
Crowdsourcing Bridge Vital Signs with Smartphone Vehicle Trips
Thomas J. Matarazzo, Dániel Kondor, Sebastiano Milardo +5
A key challenge in monitoring and managing the structural health of bridges is the high-cost associated with specialized sensor networks. In the past decade, researchers predicted…
DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction
Soheil Sadeghi Eshkevari, Martin Takáč, Shamim N. Pakzad +1
Data-driven models for predicting dynamic responses of linear and nonlinear systems are of great importance due to their wide application from probabilistic analysis to inverse pro…
Bridge Structural Health Monitoring using Asynchronous Mobile Sensing Data
Soheil Sadeghi Eshkevari, Liam Cronin, Shamim N. Pakzad +1
This study presents a flexible approach for bridge modal identification using smartphone data collected by a large pool of passing vehicles. With each trip of a mobile sensor, the…