M. Naser

Most-cited papers

A review of machine learning with small and limited data
M. Naser
2026Journal of Big Data53 citations Open access
Semantic Scholar
The chemistry, properties and performance of flame-retardant rubber composites: Collecting, analyzing, categorizing, machine learning modeling, and visualizing
Paulina Wiśniewska, E. Movahedifar, Krzysztof Formela, M. Naser +2 more
2024Composites Science And Technology33 citations
Semantic Scholar
A Guide to Machine Learning Epistemic Ignorance, Hidden Paradoxes, and Other Tensions
M. Naser
2025WIREs Data. Mining. Knowl. Discov.12 citations Open access
Semantic Scholar
A look into how machine learning is reshaping engineering models: the rise of analysis paralysis, optimal yet infeasible solutions, and the inevitable Rashomon paradox
M. Naser
2025Machine Learning for Computational Science and Engineering10 citations Open access
Semantic Scholar
Auditing the Shadows: A Review of Methods to Detect Shared Training Data in Large Language Models
M. Naser
2025ACM Computing Surveys6 citations Open access
Semantic Scholar
How LLMs Cite and Why It Matters: A Cross-Model Audit of Reference Fabrication in AI-Assisted Academic Writing and Methods to Detect Phantom Citations
M. Naser
2026arXiv.org5 citations
Semantic Scholar
Why does machine learning work really well in many engineering problems?
M. Naser
2025Machine Learning for Computational Science and Engineering5 citations Open access
Semantic Scholar
A review of generative artificial intelligence in civil and environmental engineering
M. Naser, Arash Teymori Gharah Tapeh, J. Abdalla
2025Machine Learning for Computational Science and Engineering5 citations Open access
Semantic Scholar
SPINEX-TimeSeries: Similarity-based Predictions with Explainable Neighbors Exploration for Time Series and Forecasting Problems
A. Naser, M. Naser
2024Computers & industrial engineering5 citations Open access
Semantic Scholar
Causality, Explanations, Machine Learning, and Engineering
M. Naser
2025Foundations of Science4 citations Open access
Semantic Scholar
LLM-Assisted writing in engineering is associated with higher citations as evidenced from 1.17 million papers
Zoie McCreery, M. Naser
2026J. Informetrics3 citations Open access
Semantic Scholar
Engineering Reasoning and Instruction (ERI) Benchmark: A Large Taxonomy-driven Dataset for Foundation Models and Agents
M. Naser, A. Awwad, Zoie McCreery, Radwa Eissa +7 more
2026Computers & Industrial Engineering3 citations Open access
Semantic Scholar
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration
M. Naser, A. Naser
2024arXiv.org3 citations
Semantic Scholar
Hallucinations in generative artificial intelligence and large language models: tests, datasets, detection and correction methods
M. Naser
2026Language Resources and Evaluation2 citations Open access
Semantic Scholar
When to use machine learning? And which problems stand to benefit?
M. Naser
2026Urban Lifeline1 citations Open access
Semantic Scholar
Dataism, skepticism, and intuition for interpretable machine learning
M. Naser
2025AI and Ethics1 citations
Semantic Scholar
Epistemic virtues and ethics of explanation in machine learning
M. Naser, Z. Naser
2025AI and Ethics1 citations Open access
Semantic Scholar
An Engineer’s Guide to eXplainable Artificial Intelligence and Interpretable Machine 1 Learning: Navigating Causality, Forced Goodness, and the False Perception of Inference
M. Naser
20211 citations
Semantic Scholar
Review of AI agents in engineering design workflows
Zoie McCreery, M. Naser
2027Automation in Construction0 citations Open access
Semantic Scholar
Deep learning framework for treacher collins syndrome detection and classification using jetson GPU infrastructure
J. M. Venkat, A. J. Arputharaj, A. Andrushia, T. Neebha +2 more
2026Neural computing & applications (Print)0 citations
Semantic Scholar
LLM Signals in Funded Grants: Evidence from International Funding Agencies
M. Naser
20260 citations
Semantic Scholar
Briefing: Machine learning arrives in practice: An engineer's field guide to a shifting technical landscape
Ahmad Bani Awwad, M. Naser
2026Proceedings of the Institution of Civil Engineers - Civil Engineering0 citations
Semantic Scholar
A Review of Legal Precedents and Industry Expectations for Integrating Machine Learning in Safety and Engineering
M. Naser
2026Safety Science0 citations Open access
Semantic Scholar
Governing AI as infrastructure
M. Naser
2026AI and Ethics0 citations Open access
Semantic Scholar
Common sense testing and sanity checks in machine learning
M. Naser
2026International Journal of Data Science and Analysis0 citations Open access
Semantic Scholar
Alice and Bob, The Three Inevitabilities, and The Perfect AI Assistant
M. Naser
2026Digital Society0 citations Open access
Semantic Scholar
Evaluating the Role of Provider on Safety Alignment in Large Language Models
M. Naser
2026Neurocomputing0 citations Open access
Semantic Scholar
Possible algorithmic worlds?
M. Naser
2026Ai & Society0 citations Open access
Semantic Scholar
Philosophy-informed Machine Learning
M. Naser
2025Applied Soft Computing0 citations Open access
Semantic Scholar
SPINEX: Similarity-based Predictions with Explainable Neighbors Exploration for Anomaly and Outlier Detection
M. Naser, A. Naser
2024arXiv.org0 citations
Semantic Scholar