64 citations
- University of South CarolinaUS7 papers
- Clemson UniversityUS3 papers
- National High Magnetic Field LaboratoryUS2 papers
- CitadelUS1 paper
- College of Saint Benedict and Saint John's UniversityUS1 paper
- Institute of MagnetismUA1 paper
- Leibniz Institute for Astrophysics PotsdamDE1 paper
- Marshall Space Flight CenterUS1 paper
- National Academy of Sciences of UkraineUA1 paper
- National Space Science and Technology CenterUS1 paper
- North Carolina State UniversityUS1 paper
- Pennsylvania State UniversityUS1 paper
14 papers
Boundary-to-Solution Mapping for Groundwater Flows in a Toth Basin
Jingwei Sun, Jun Li, Yonghong Hao +7
In this paper, the authors propose a new approach to solving the groundwater flow equation in the Toth basin of arbitrary top and bottom topographies using deep learning. Instead o…
Bayesian Parameter Estimations for Grey System Models in Online Traffic Speed Predictions
Gurcan Comert, Negash Begashaw, Negash G. Medhin
This paper presents Bayesian parameter estimation for first order Grey system models' parameters (or sometimes referred to as hyperparameters). There are different forms of first-o…
Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack
Reek Majumder, Sakib Mahmud Khan, Fahim Ahmed +6
Image classification must work for autonomous vehicles (AV) operating on public roads, and actions performed based on image misclassification can have serious consequences. Traffic…
Efficacy of Statistical and Artificial Intelligence-based False Information Cyberattack Detection Models for Connected Vehicles
Sakib Mahmud Khan, Gurcan Comert, Mashrur Chowdhury
Connected vehicles (CVs), because of the external connectivity with other CVs and connected infrastructure, are vulnerable to cyberattacks that can instantly compromise the safety…
Evaluation of Sustainable Green Materials: Pinecone in Permeable Adsorptive Barriers for Remediation of Groundwater Contaminated by and Methylene Blue
Samuel Darko, Gurcan Comert, Noelle A Mware +1
We report herein, the potential of raw pinecone powder (PCP) and pinecone biochar (PCBC) as alternatives to activated carbon used in Permeable Adsorptive Barriers (PABs) for the in…
Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels
Gurcan Comert
Dynamic behavior of traffic adversely affect the performance of the prediction models in intelligent transportation applications. This study applies Gaussian processes (GPs) to tra…