Alshawi*, R., Ferdaus, M., Abdelguerfi, M., Kendall, N., Pathak, K., Sloan, S., "Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network," IEEE Transactions on Systems, Man and Cybernetics - IEEE, 2025, doi: 10.1109/TSMC.2025.3579706.

Ferdaus, M., Abdelguerfi, M., Kendall, N., Pathak, K., Sloan, S., "Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models" ACM Computing Surveys - ACM, 2025, https://doi.org/10.1145/3777382.

Schmidt*, A., Pokhrel*, P., Ioup*, E., Dobson, D., Abdelguerfi, M.,"An Algorithm for Modelling Differential Processes Utilising a Ratio-Coupled Loss," Quarterly Journal of the Royal Meteorological Society, 2025.

Ferdaus, M., Abdelguerfi, M., Kendall, N., Pathak, K., Joe, T., "Widened Attention-Enhanced Atrous Convolutional Network for Efficient Embedded Vision Applications Under Resource Constraint," The Journal of Advanced Intelligent Systems - Wiley, 2024, https://doi.org/10.1002/aisy.202300480.

Schmidt*, A., Pokhrel*, P., Abdelguerfi, M., Ioup*, E., Dobson, D., "Forecasting Features Recorded by Buoys Using Physics Informed Neural Networks and Numerical Ocean Models," IEEE Journal of Oceanic Engineering, 2024, doi: 10.1109/JOE.2024.3378408.

Pokhrel*, P., Abdelguerfi, M., Ioup*, E., "A Machine Learning and Data Assimilation Forecasting Framework for Surface Waves," Quarterly Journal of the Royal Meteorological Society, 2024, , https://doi.org/10.1002/qj.4631.

Holmberg*, E, Ioup*, E., Abdelguerfi, M., "A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics," The 2025 IEEE International Conference on Big Data (BigData), Macau, China, 2025.

Schmidt*, A., Pokhrel*, P., Ferdaus, M., Abdelguerfi, M., Ioup*, E, Dobson, D., "Physics-Regularized Buoy Forecasts: A Multi-Hyperparameter Approach Using Bounded Random Search," The First International Conference on Technologies for Marine and Coastal Ecosystems, Spain, November, 2024. (Recipient of Research Track Best Paper Award)

Ferdaus, M., Abdelguerfi, M., Ioup*, E, Dobson, D., Kendal, N., Pathak, K., Sloan, S., "Kanice: Kolmogorov-Arnold Networks with Interactive Convolutional Elements," The 4th International Conference on AI-ML Systems, Baton Rouge, Louisiana, October, 2024.(Recipient of Research Track Best Paper Award)

Holmberg*, E, Ioup*, E., Abdelguerfi, M., "Optimization Via GPU-Accelerated Proximal Recurrence Strategies," The 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 2023, pp. 2920-2929, doi: 10.1109/Big-Data59044.2023.

Holmberg*, E, Ioup*, E., Abdelguerfi, M., "A Stochastic Geo-Spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies," The 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp.3668-3674, doi: 10.1109/BigData55660.2022.10020928.2022.