publications

2025

1. IJPE

   Maintenance record-enriched machine learning model for pavement international roughness index prediction

   Kunle S. Oguntoye, Halil Ceylan, Sunghwan Kim, and 3 more authors

   International Journal of Pavement Engineering, 2025

   DOI Bib HTML

   @article{oguntoye2025maintenance,
     title = {Maintenance record-enriched machine learning model for pavement international roughness index prediction},
     author = {Oguntoye, Kunle S. and Ceylan, Halil and Kim, Sunghwan and Gulmezoglu, Berk and Sourav, Md. Abdullah All and Mo, Yunjeong L.},
     journal = {International Journal of Pavement Engineering},
     volume = {26},
     number = {1},
     pages = {2555992},
     year = {2025},
     publisher = {Taylor & Francis},
     doi = {10.1080/10298436.2025.2555992},
     url = {https://www.tandfonline.com/doi/pdf/10.1080/10298436.2025.2555992},
   }

2. ICTD

   Low-Altitude sUAS Flights for Remote Sensing of Submillimeter Hairline Cracks: A Case Study

   Kunle S. Oguntoye, Md. Abdullah All Sourav, Rajrup Mitra, and 3 more authors

   In International Conference on Transportation and Development 2025, 2025

   Bib HTML

   @inproceedings{oguntoye2025low,
     title = {Low-Altitude sUAS Flights for Remote Sensing of Submillimeter Hairline Cracks: A Case Study},
     author = {Oguntoye, Kunle S. and Sourav, Md. Abdullah All and Mitra, Rajrup and Jenkins, Abby and Ceylan, Halil and Kim, Sunghwan},
     booktitle = {International Conference on Transportation and Development 2025},
     pages = {800--809},
     year = {2025},
     publisher = {ASCE},
     url = {https://digitalcommons.mtu.edu/michigantech-p2/1896/},
   }

3. ASCE

   Automatic Pavement Maintenance Predictions Using Large Language and Machine Learning Models

   Kunle S. Oguntoye, Halil Ceylan, Sunghwan Kim, and 3 more authors

   In Airfield and Highway Pavements 2025, 2025

   Bib HTML

   @inproceedings{oguntoye2025automatic,
     title = {Automatic Pavement Maintenance Predictions Using Large Language and Machine Learning Models},
     author = {Oguntoye, Kunle S. and Ceylan, Halil and Kim, Sunghwan and Sourav, Md. Abdullah All and Gulmezoglu, Berk and Mo, Yunjeong},
     booktitle = {Airfield and Highway Pavements 2025},
     pages = {269--280},
     year = {2025},
     publisher = {ASCE},
     url = {https://ascelibrary.org/doi/10.1061/9780784486221.026},
   }

4. InTrans

   Demonstrating the Use of Small Uncrewed Aircraft Systems (Drones) Capabilities and Data for Iowa Transportation and Infrastructure Work

   Kunle S. Oguntoye, Md. Abdullah All Sourav, Rajrup Mitra, and 6 more authors

   2025

   Bib HTML

   @techreport{oguntoye2025demonstrating,
     title = {Demonstrating the Use of Small Uncrewed Aircraft Systems (Drones) Capabilities and Data for Iowa Transportation and Infrastructure Work},
     author = {Oguntoye, Kunle S. and Sourav, Md. Abdullah All and Mitra, Rajrup and Jenkins, Abby and Ceylan, Halil and Kim, Sunghwan and Gulmezoglu, Berk and Mo, Yunjeong L. and Brooks, Colin N.},
     institution = {Institute for Transportation, Iowa State University},
     year = {2025},
     number = {InTrans Project 24-904},
     url = {https://prosper.intrans.iastate.edu/wp-content/uploads/2025/07/use_of_sUAS_capabilities_and_data_Task_1_w_cvr.pdf},
   }

5. arXiv

   PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars

   Elvis Kimara, Kunle S. Oguntoye, and Jing Sun

   arXiv preprint arXiv:2503.15489, 2025

   Bib HTML

   @article{kimara2025personaai,
     title = {PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars},
     author = {Kimara, Elvis and Oguntoye, Kunle S. and Sun, Jing},
     journal = {arXiv preprint arXiv:2503.15489},
     year = {2025},
     eprint = {2503.15489},
     archiveprefix = {arXiv},
     primaryclass = {cs.HC},
     url = {https://arxiv.org/pdf/2503.15489},
   }

2024

1. Sensors

   Probabilistic Method to Fuse Artificial Intelligence-Generated Underground Utility Mapping

   Kunle S. Oguntoye, Simon Laflamme, Roy Sturgill, and 3 more authors

   Sensors, 2024

   DOI Bib HTML

   @article{oguntoye2024probabilistic,
     title = {Probabilistic Method to Fuse Artificial Intelligence-Generated Underground Utility Mapping},
     author = {Oguntoye, Kunle S. and Laflamme, Simon and Sturgill, Roy and Salazar Martinez, D. A. and Ceylan, Halil and Alipour, Alice},
     journal = {Sensors},
     volume = {24},
     number = {11},
     pages = {3559},
     year = {2024},
     publisher = {MDPI},
     doi = {10.3390/s24113559},
     url = {https://www.mdpi.com/1424-8220/24/11/3559/pdf},
   }

2. MSc Thesis

   A practical framework for automatic underground utility mapping

   Kunle S. Oguntoye

   2024

   Bib HTML

   @mastersthesis{oguntoye2024practical,
     title = {A practical framework for automatic underground utility mapping},
     author = {Oguntoye, Kunle S.},
     school = {Iowa State University},
     year = {2024},
     type = {Master's Thesis},
     url = {https://www.proquest.com/docview/3165690094?pq-origsite=gscholar&fromopenview=true&sourcetype=Dissertations%20&%20Theses},
   }

2023

1. Sensors

   Review of artificial intelligence applications for virtual sensing of underground utilities

   Kunle S. Oguntoye, Simon Laflamme, Roy Sturgill, and 1 more author

   Sensors, 2023

   DOI Bib HTML

   @article{oguntoye2023review,
     title = {Review of artificial intelligence applications for virtual sensing of underground utilities},
     author = {Oguntoye, Kunle S. and Laflamme, Simon and Sturgill, Roy and Eisenmann, David J.},
     journal = {Sensors},
     volume = {23},
     number = {9},
     pages = {4367},
     year = {2023},
     publisher = {MDPI},
     doi = {10.3390/s23094367},
     url = {https://www.mdpi.com/1424-8220/23/9/4367/pdf},
   }