Mahdi Abdelguerfi

University of New Orleans — United States

Computer Science · Physical Sciences

15h-index786citations139works1.62yr avg
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Research Topics

Advanced Database Systems and Queries(25), Data Management and Algorithms(25), Geographic Information Systems Studies(15), Infrastructure Maintenance and Monitoring(10), Neural Networks and Applications(9)

Publications139 total

A Comprehensive Review of Phase-Averaged and Phase-Resolving Wave Models for Coastal Modeling Applications
arXiv (Cornell University)·2025Open Access
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models
ACM Computing Surveys·2025· 3 cited
Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
arXiv (Cornell University)·2025Open Access
KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning
arXiv (Cornell University)·2025Open Access
Generalized Multi-source Assimilation: A Framework for Cross-Modal Integration and Source Optimization
2025Open Access
Few-Shot Learning in Video and 3D Object Detection: A Survey
arXiv (Cornell University)·2025Open Access
Multi-source constrained Machine Learning for oceanic parameters forecasting
2025Open Access
Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting
ArXiv.org·2025Open Access
FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks
arXiv (Cornell University)·2025Open Access
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network
IEEE Transactions on Systems Man and Cybernetics Systems·2025· 3 cited
KANICE : Kolmogorov-Arnold networks with interactive convolutional elements
2025· 5 citedOpen Access
Generalized Multi-source Assimilation: A Framework for Cross-Modal Integration and Source Optimization
2025Open Access
Evaluating Hyperparameter Selection Techniques for the Ratio-Coupled Loss Function
2025Open Access
Physics-Informed Neural Network Surrogate Models for River Stage Prediction
arXiv (Cornell University)·2025Open Access
Using Auto Differentiation in Machine Learning with Four-Dimensional Variational Data Assimilation for Forecasting Levee Seepage
SSRN Electronic Journal·2025Open Access
Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR
arXiv (Cornell University)·2024Open Access
Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR
2024· 1 cited
Using adjoint-free 4d-var for forecasting levee seepage
2024Open Access
Deep learning approach for accurate segmentation of sand boils in levee systems
2024Open Access
Widened attention-enhanced atrous convolutional network for efficient embedded vision applications under resource constraints
2024· 2 citedOpen Access
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Frequent Co-authors

Kevin Shaw(13), Elias Ioup(11), Md Tamjidul Hoque(11), Shengru Tu(7), John T. Sample(7), Kendall N. Niles(6), Arun Sood(6), Maik C. Flanagin(5), Md Meftahul Ferdaus(5), Jay Ratcliff(4), Manisha Panta(4), Steven D. Sloan(4), Maik Flanagin(3), Pujan Pokhrel(3), Roy Ladner(3), Thomas M. Soniat(3), Edgar Cooper(3), Aditi Kuchi(3), D. Dobson(3), S. Tu(2)