Parametric and nonparametric adaptive identification of nonlinear structural systems. - Andrew W. Smyth; Elias B. Kosmatopoulos; Sami F. Masri; Anastasios Chassiakos (ACC, 2000)

Neural network initialization with prototypes - a case study in function approximation. - Jin-Song Pei; Joseph P. Wright; Andrew W. Smyth (IJCNN, 2005)

Neural Network Initialization with Prototypes - Function Approximation in Engineering Mechanics Applications. - Jin-Song Pei; Eric C. Mai; Joseph P. Wright; Andrew W. Smyth (IJCNN, 2007)

Toward constructive methods for sigmoidal neural networks - function approximation in engineering mechanics applications. - Jin-Song Pei; Joseph P. Wright; Sami F. Masri; Eric C. Mai; Andrew W. Smyth (IJCNN, 2011)

Road surface condition monitoring via multiple sensor-equipped vehicles. - Jinwoo Jang; Andrew W. Smyth; Yong Yang; Dave Cavalcanti 001 (INFOCOM Workshops, 2015)

Framework of Data Acquisition and Integration for the Detection of Pavement Distress via Multiple Vehicles. - Jinwoo Jang; Yong Yang; Andrew W. Smyth; Dave Cavalcanti 001; Rohit Kumar (J. Comput. Civ. Eng., 2017)

Simulating New York City Hospital Load Balancing During COVID-19. - Enrique Lelo de Larrea; Henry Lam; Elioth Sanabria; Jay Sethuraman; Sevin Mohammadi; Audrey Olivier; Andrew W. Smyth; Edward M. Dolan; Nicholas E. Johnson; Timothy R. Kepler; Afsan Quayyum; Kathleen S. Thomson (WSC, 2021)

Short-Term Adaptive Emergency Call Volume Prediction. - Elioth Sanabria; Henry Lam; Enrique Lelo de Larrea; Jay Sethuraman; Sevin Mohammadi; Audrey Olivier; Andrew W. Smyth; Edward M. Dolan; Nicholas E. Johnson; Timothy R. Kepler; Afsan Quayyum; Kathleen S. Thomson (WSC, 2021)

OBD-Data-Assisted Cost-Based Map-Matching Algorithm for Low-Sampled Telematics Data in Urban Environments. - Patrick Alrassy; Jinwoo Jang; Andrew W. Smyth (IEEE Trans. Intell. Transp. Syst., 2022)

Drone Delivery Routing with Stochastic Urban Wind. - Minghao Chen; Andrew W. Smyth; Marco G. Giometto; Max Z. Li (ITSC, 2023)

Bayesian neural networks with physics-aware regularization for probabilistic travel time modeling. - Audrey Olivier; Sevin Mohammadi; Andrew W. Smyth; Matt Adams (Comput. Aided Civ. Infrastructure Eng., 2023)

NLP-enabled trajectory map-matching in urban road networks using transformer sequence-to-sequence model. - Sevin Mohammadi; Andrew W. Smyth (CoRR, 2024)

SOD-YOLOv8 - Enhancing YOLOv8 for Small Object Detection in Traffic Scenes. - Boshra Khalili; Andrew W. Smyth (CoRR, 2024)

SOD-YOLOv8 - Enhancing YOLOv8 for Small Object Detection in Aerial Imagery and Traffic Scenes. - Boshra Khalili; Andrew W. Smyth (Sensors, 2024)

AutoDrive-QA- Automated Generation of Multiple-Choice Questions for Autonomous Driving Datasets Using Large Vision-Language Models. - Boshra Khalili; Andrew W. Smyth (CoRR, 2025)